2f:T6df,function controls(id, params) { let form function getParamOptions (type) { switch (type) { case 'unit': return { min: 0.01, max: 0.99, step: 0.01, value: 0.5 } case 'scale': return { min: 0.01, max: 3, step: 0.01, value: 1 } case 'location': return { min: -2, max: 2, step: 0.01, value: 0 } case 'degree': return { min: 1, max: 10, step: 1, value: 1 } default: return { min: 0, max: 3, step: 0.01, value: 1 } } } function addControl(param) { const options = getParamOptions(param.type) const value = typeof param.value === 'number' ? param.value : options.value const min = typeof param.min === 'number' ? param.min : options.min const max = typeof param.max === 'number' ? param.max : options.max return `

${param.name} = ${value}

` } var formHtml = "" params.forEach(function(pi) { formHtml += addControl(pi) }) form = html``; form.value = {} params.forEach(function(pi) { const options = getParamOptions(pi.type) form.value[pi.name] = typeof pi.value === 'number' ? pi.value : options.value form[pi.name].oninput = () => { form.value[pi.name] = form[pi.name].valueAsNumber document.getElementById(`${id}-${pi.name}`).textContent = form.value[pi.name] }; }) return form; }30:T829,function plot(options) { options = Object.assign({ min: 1, max: 10, size: 1e5, bins: 100 }, options) const height = 200 const margin = ({top: 20, right: 20, bottom: 30, left: 40}) const binWidth = (options.max - options.min) / options.bins // Generate samples. const data = options.dist.sample(options.size) .filter(d => d >= options.min && d <= options.max) // X scale and boundaries var x = d3.scaleLinear() .domain([options.min, options.max]) .range([margin.left, width - margin.right]) // Binned data var bins = d3.bin() .domain([options.min, options.max]) .thresholds(options.bins)(data) // Build PDF/PMF. const pdf = d3.scaleLinear() .domain([options.min, options.max]) .ticks(500) .map(x => ({ x, y: options.size * binWidth * options.dist.pdf(x) })) .filter(d => isFinite(d.y)) // Y scale var y = d3.scaleLinear() .domain([0, d3.max(bins, d => d.length)]) .range([height - margin.bottom, margin.top]) const svg = d3.select(DOM.svg(width, height)); const bar = svg.append("g") .attr("fill", "#ccc") .attr('stroke', 'none') .selectAll("rect") .data(bins) .enter().append("rect") .attr("x", d => x(d.x0)) .attr("width", d => x(d.x1) - x(d.x0) - 1) .attr("y", d => y(d.length)) .attr("height", d => y(0) - y(d.length)) svg.append("path") .datum(pdf) .attr("fill", "none") .attr("stroke", "red") .attr("stroke-width", 3) .attr("stroke-linejoin", "round") .attr("stroke-linecap", "round") .attr("d", d3.line() .x(d => x(d.x)) .y(d => y(d.y))) // Add axes var axes = { x: g => g .attr('transform', `translate(0,${height - margin.bottom})`) .call(d3.axisBottom(x).tickSizeOuter(0)), y: g => g .attr('transform', `translate(${margin.left},0)`) .call(d3.axisLeft(y)) .call(g => g.select('.domain').remove()) } svg.append('g') .call(axes.x) svg.append('g') .call(axes.y) return svg.node() }31:[] 2d:{"title":"ranjs.dist continuous distributions","cells":[{"id":0,"value":"# ranjs.dist continuous distributions\n\nThe catalogue for continuous probability distributions implemented in `ranjs.dist`.","pinned":false,"hidden":false,"mode":"md"},{"id":709,"value":"toc()","pinned":false,"hidden":false,"mode":"ojs"},{"id":240,"value":"## alpha","pinned":false,"hidden":false,"mode":"md"},{"id":179,"value":"viewof pAlpha = controls('alpha', [\n {name: 'α', type: 'scale'},\n {name: 'β', type: 'scale', value: 2}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":383,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n size: 2e4,\n dist: new ranjs.dist.Alpha(pAlpha.α, pAlpha.β)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":429,"value":"## anglit","pinned":false,"hidden":false,"mode":"md"},{"id":435,"value":"viewof pAnglit = controls('anglit', [\n {name: 'μ', type: 'location'},\n {name: 'β', type: 'scale', value: 0.5}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":440,"value":"plot({\n min: -1,\n max: 1,\n bins: 100,\n dist: new ranjs.dist.Anglit(pAnglit.μ, pAnglit.β)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":457,"value":"## arcsine","pinned":false,"hidden":false,"mode":"md"},{"id":462,"value":"viewof pArcsine = controls('arcsine', [\n {name: 'a', type: 'location', min: -1, max: -0.1, value: -0.5},\n {name: 'b', type: 'location', min: 0.1, max: 1, value: 0.5}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":466,"value":"plot({\n min: -1,\n max: 1,\n bins: 100,\n dist: new ranjs.dist.Arcsine(pArcsine.a, pArcsine.b)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":728,"value":"## Balding-Nicols","pinned":false,"hidden":false,"mode":"md"},{"id":732,"value":"viewof pBaldingNicols = controls('baldingnicols', [\n {name: 'F', type: 'unit'},\n {name: 'p', type: 'unit'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":734,"value":"plot({\n min: 0,\n max: 1,\n bins: 100,\n dist: new ranjs.dist.BaldingNichols(pBaldingNicols.F, pBaldingNicols.p)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":570,"value":"## Bates","pinned":false,"hidden":false,"mode":"md"},{"id":580,"value":"viewof pBates = controls('bates', [\n {name: 'n', type: 'degree', value: 3},\n {name: 'a', type: 'location', min: -1, max: -0.1, value: -0.5},\n {name: 'b', type: 'location', min: 0.1, max: 1, value: 0.5}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":574,"value":"plot({\n min: -0.5,\n max: 0.5,\n bins: 100,\n size: 3e4,\n dist: new ranjs.dist.Bates(pBates.n, pBates.a, pBates.b)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":592,"value":"## Benini","pinned":false,"hidden":false,"mode":"md"},{"id":594,"value":"viewof pBenini = controls('benini', [\n {name: 'α', type: 'scale'},\n {name: 'β', type: 'scale'},\n {name: 'σ', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":597,"value":"plot({\n min: 0.1,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Benini(pBenini.α, pBenini.β, pBenini.σ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":602,"value":"## Benktander Type II","pinned":false,"hidden":false,"mode":"md"},{"id":604,"value":"viewof pBenktander = controls('benktander', [\n {name: 'a', type: 'scale'},\n {name: 'b', type: 'unit'},\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":609,"value":"plot({\n min: 1,\n max: 11,\n bins: 100,\n dist: new ranjs.dist.BenktanderII(pBenktander.a, pBenktander.b)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":613,"value":"## beta","pinned":false,"hidden":false,"mode":"md"},{"id":615,"value":"viewof pBeta = controls('beta', [\n {name: 'α', type: 'scale', value: 2},\n {name: 'β', type: 'scale', value: 2}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":617,"value":"plot({\n min: 0,\n max: 1,\n bins: 100,\n dist: new ranjs.dist.Beta(pBeta.α, pBeta.β)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":740,"value":"## beta prime","pinned":false,"hidden":false,"mode":"md"},{"id":743,"value":"viewof pBetaPrime = controls('betaprime', [\n {name: 'α', type: 'scale', value: 2},\n {name: 'β', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":745,"value":"plot({\n min: 0,\n max: 2,\n bins: 100,\n dist: new ranjs.dist.BetaPrime(pBetaPrime.α, pBetaPrime.β)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":750,"value":"## beta rectangular","pinned":false,"hidden":false,"mode":"md"},{"id":752,"value":"viewof pBetaRectangular = controls('betarectangular', [\n {name: 'α', type: 'scale'},\n {name: 'β', type: 'scale'},\n {name: 'θ', type: 'unit'},\n {name: 'a', type: 'location', min: -1, max: -0.1, value: -0.5},\n {name: 'b', type: 'location', min: 0.1, max: 1, value: 0.5}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":760,"value":"plot({\n min: -1,\n max: 1,\n bins: 100,\n dist: new ranjs.dist.BetaRectangular(pBetaRectangular.α, pBetaRectangular.β, pBetaRectangular.θ, pBetaRectangular.a, pBetaRectangular.b)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":630,"value":"## Birnbaum-Saunders","pinned":false,"hidden":false,"mode":"md"},{"id":623,"value":"viewof pBirnbaumSaunders = controls('birnbaumsaunders', [\n {name: 'μ', type: 'location'},\n {name: 'β', type: 'scale'},\n {name: 'γ', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":632,"value":"plot({\n min: 0.1,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.BirnbaumSaunders(pBirnbaumSaunders.μ, pBirnbaumSaunders.β, pBirnbaumSaunders.γ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":764,"value":"## bounded Pareto","pinned":false,"hidden":false,"mode":"md"},{"id":766,"value":"viewof pBoundedPareto = controls('boundedpareto', [\n {name: 'L', type: 'scale', max: 2},\n {name: 'H', type: 'scale', min: 3, max: 6, value: 4},\n {name: 'α', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":772,"value":"plot({\n min: 0,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.BoundedPareto(pBoundedPareto.L, pBoundedPareto.H, pBoundedPareto.α)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":663,"value":"## Bradford","pinned":false,"hidden":false,"mode":"md"},{"id":665,"value":"viewof pBradford = controls('bradford', [\n {name: 'c', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":667,"value":"plot({\n min: 0,\n max: 1,\n bins: 100,\n dist: new ranjs.dist.Bradford(pBradford.c)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":779,"value":"## Burr (XII)","pinned":false,"hidden":false,"mode":"md"},{"id":781,"value":"viewof pBurr = controls('burr', [\n {name: 'c', type: 'scale', value: 1.5},\n {name: 'k', type: 'scale'},\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":783,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Burr(pBurr.c, pBurr.k)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":805,"value":"## Cauchy","pinned":false,"hidden":false,"mode":"md"},{"id":807,"value":"viewof pCauchy = controls('cauchy', [\n {name: 'x0', type: 'location'},\n {name: 'γ', type: 'scale'},\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":809,"value":"plot({\n min: -2,\n max: 2,\n bins: 80,\n dist: new ranjs.dist.Cauchy(pCauchy.x0, pCauchy.γ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":818,"value":"## χ","pinned":false,"hidden":false,"mode":"md"},{"id":820,"value":"viewof pChi = controls('chi', [\n {name: 'k', type: 'degree', value: 2}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":822,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Chi(pChi.k)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":830,"value":"## χ-squared","pinned":false,"hidden":false,"mode":"md"},{"id":837,"value":"viewof pChi2 = controls('chi2', [\n {name: 'k', type: 'degree', value: 3}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":840,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Chi2(pChi2.k)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":843,"value":"## Dagum","pinned":false,"hidden":false,"mode":"md"},{"id":845,"value":"viewof pDagum = controls('dagum', [\n {name: 'p', type: 'scale', value: 2},\n {name: 'a', type: 'scale', value: 1.5},\n {name: 'b', type: 'scale', value: 1.5}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":848,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Dagum(pDagum.p, pDagum.a, pDagum.b)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":852,"value":"## degenerate","pinned":false,"hidden":false,"mode":"md"},{"id":854,"value":"viewof pDegenerate = controls('degenarte', [\n {name: 'x0', type: 'location'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":857,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.Degenerate(pDegenerate.x0)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":864,"value":"## double gamma","pinned":false,"hidden":false,"mode":"md"},{"id":866,"value":"viewof pDoubleGamma = controls('doublegamma', [\n {name: 'α', type: 'scale'},\n {name: 'β', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":869,"value":"plot({\n min: -2,\n max: 2,\n bins: 80,\n dist: new ranjs.dist.DoubleGamma(pDoubleGamma.α, pDoubleGamma.β)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":875,"value":"## double Weibull","pinned":false,"hidden":false,"mode":"md"},{"id":877,"value":"viewof pDoubleWeibull = controls('doubleweibull', [\n {name: 'λ', type: 'scale'},\n {name: 'k', type: 'scale'},\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":879,"value":"plot({\n min: -2,\n max: 2,\n bins: 80,\n dist: new ranjs.dist.DoubleWeibull(pDoubleWeibull.λ, pDoubleWeibull.k)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":886,"value":"## doubly non-central beta","pinned":false,"hidden":false,"mode":"md"},{"id":888,"value":"viewof pDoublyNoncentralBeta = controls('doublynoncentralbeta', [\n {name: 'α', type: 'scale'},\n {name: 'β', type: 'scale'},\n {name: 'λ1', type: 'scale'},\n {name: 'λ2', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":893,"value":"plot({\n min: 0,\n max: 1,\n bins: 100,\n dist: new ranjs.dist.DoublyNoncentralBeta(pDoublyNoncentralBeta.α, pDoublyNoncentralBeta.β, pDoublyNoncentralBeta.λ1, pDoublyNoncentralBeta.λ2)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":897,"value":"## doubly non-central F","pinned":false,"hidden":false,"mode":"md"},{"id":899,"value":"viewof pDoublyNoncentralF = controls('doublynoncentralf', [\n {name: 'd1', type: 'degree'},\n {name: 'd2', type: 'degree'},\n {name: 'λ1', type: 'scale'},\n {name: 'λ2', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":901,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.DoublyNoncentralF(pDoublyNoncentralF.d1, pDoublyNoncentralF.d2, pDoublyNoncentralF.λ1, pDoublyNoncentralF.λ2)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":910,"value":"## doubly non-central t","pinned":false,"hidden":false,"mode":"md"},{"id":912,"value":"viewof pDoublyNoncentralT = controls('doublynoncentralt', [\n {name: 'ν', type: 'degree'},\n {name: 'μ', type: 'location'},\n {name: 'θ', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":914,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.DoublyNoncentralT(pDoublyNoncentralT.ν, pDoublyNoncentralT.μ, pDoublyNoncentralT.θ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":922,"value":"## Erlang","pinned":false,"hidden":false,"mode":"md"},{"id":924,"value":"viewof pErlang = controls('erlang', [\n {name: 'k', type: 'degree'},\n {name: 'λ', type: 'scale', min: 0.1}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":926,"value":"plot({\n min: 0,\n max: 20,\n bins: 100,\n dist: new ranjs.dist.Erlang(pErlang.k, pErlang.λ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":932,"value":"## exponential","pinned":false,"hidden":false,"mode":"md"},{"id":934,"value":"viewof pExponential = controls('exponential', [\n {name: 'λ', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":936,"value":"plot({\n min: 0,\n max: 20,\n bins: 100,\n dist: new ranjs.dist.Exponential(pExponential.λ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":939,"value":"## exponential-logarithmic","pinned":false,"hidden":false,"mode":"md"},{"id":941,"value":"viewof pExponentialLogarithmic = controls('exponentiallogarithmic', [\n {name: 'p', type: 'unit'},\n {name: 'β', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":945,"value":"plot({\n min: 0,\n max: 20,\n bins: 100,\n dist: new ranjs.dist.ExponentialLogarithmic(pExponentialLogarithmic.p, pExponentialLogarithmic.β)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":950,"value":"## exponentiated Weibull","pinned":false,"hidden":false,"mode":"md"},{"id":952,"value":"viewof pExponentiatedWeibull = controls('exponentiatedweibull', [\n {name: 'λ', type: 'scale'},\n {name: 'k', type: 'scale'},\n {name: 'α', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":954,"value":"plot({\n min: 0,\n max: 20,\n bins: 100,\n dist: new ranjs.dist.ExponentiatedWeibull(pExponentiatedWeibull.λ, pExponentiatedWeibull.k, pExponentiatedWeibull.α)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":695,"value":"## F","pinned":false,"hidden":false,"mode":"md"},{"id":697,"value":"viewof pF = controls('f', [\n {name: 'd1', type: 'degree'},\n {name: 'd2', type: 'degree'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":700,"value":"plot({\n min: 0,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.F(pF.d1, pF.d2)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":685,"value":"## Fisher's Z","pinned":false,"hidden":false,"mode":"md"},{"id":687,"value":"viewof pFisherZ = controls('fisherz', [\n {name: 'd1', type: 'degree'},\n {name: 'd2', type: 'degree'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":690,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.FisherZ(pFisherZ.d1, pFisherZ.d2)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":962,"value":"## Fréchet","pinned":false,"hidden":false,"mode":"md"},{"id":964,"value":"viewof pFrechet = controls('frechet', [\n {name: 'α', type: 'scale'},\n {name: 's', type: 'scale'},\n {name: 'm', type: 'location'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":967,"value":"plot({\n min: -1,\n max: 3,\n bins: 80,\n dist: new ranjs.dist.Frechet(pFrechet.α, pFrechet.s, pFrechet.m)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":974,"value":"## gamma","pinned":false,"hidden":false,"mode":"md"},{"id":978,"value":"viewof pGamma = controls('gamma', [\n {name: 'α', type: 'scale'},\n {name: 'β', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":982,"value":"plot({\n min: 0,\n max: 100,\n bins: 100,\n dist: new ranjs.dist.Gamma(pGamma.α, pGamma.β)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":987,"value":"## Gamma/Gompertz","pinned":false,"hidden":false,"mode":"md"},{"id":990,"value":"viewof pGammaGompertz = controls('gammagompertz', [\n {name: 'b', type: 'scale'},\n {name: 's', type: 'scale'},\n {name: 'β', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":993,"value":"plot({\n min: 0,\n max: 100,\n bins: 100,\n dist: new ranjs.dist.GammaGompertz(pGammaGompertz.b, pGammaGompertz.s, pGammaGompertz.β)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":998,"value":"## generalized exponential","pinned":false,"hidden":false,"mode":"md"},{"id":1000,"value":"viewof pGeneralizedExponential = controls('generalizedexponential', [\n {name: 'a', type: 'scale'},\n {name: 'b', type: 'scale'},\n {name: 'c', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1002,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.GeneralizedExponential(pGeneralizedExponential.a, pGeneralizedExponential.b, pGeneralizedExponential.c)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1007,"value":"## generalized extreme value","pinned":false,"hidden":false,"mode":"md"},{"id":1009,"value":"viewof pGeneralizedExtremeValue = controls('generalizedextremevalue', [\n {name: 'c', type: 'location', min: -2, max: 2, value: 1}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1012,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.GeneralizedExtremeValue(pGeneralizedExtremeValue.c)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1020,"value":"## generalized gamma","pinned":false,"hidden":false,"mode":"md"},{"id":1022,"value":"viewof pGeneralizedGamma = controls('generalizedgamma', [\n {name: 'a', type: 'scale'},\n {name: 'd', type: 'scale'},\n {name: 'p', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1026,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.GeneralizedGamma(pGeneralizedGamma.a, pGeneralizedGamma.d, pGeneralizedGamma.p)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1029,"value":"## generalized logistic","pinned":false,"hidden":false,"mode":"md"},{"id":1031,"value":"viewof pGeneralizedLogistic = controls('generalizedlogistic', [\n {name: 'μ', type: 'location'},\n {name: 's', type: 'scale'},\n {name: 'c', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1033,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.GeneralizedLogistic(pGeneralizedLogistic.μ, pGeneralizedLogistic.s, pGeneralizedLogistic.c)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1038,"value":"## generalized normal","pinned":false,"hidden":false,"mode":"md"},{"id":1040,"value":"viewof pGeneralizedNormal = controls('generalizednormal', [\n {name: 'μ', type: 'location'},\n {name: 'α', type: 'scale'},\n {name: 'β', type: 'scale', min: 0.2}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1043,"value":"plot({\n min: -10,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.GeneralizedNormal(pGeneralizedNormal.μ, pGeneralizedNormal.α, pGeneralizedNormal.β)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1050,"value":"## generalized Pareto","pinned":false,"hidden":false,"mode":"md"},{"id":1052,"value":"viewof pGeneralizedPareto = controls('generalizedpareto', [\n {name: 'μ', type: 'location'},\n {name: 'σ', type: 'scale'},\n {name: 'ξ', type: 'location'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1068,"value":"plot({\n min: -2,\n max: 8,\n bins: 100,\n dist: new ranjs.dist.GeneralizedPareto(pGeneralizedPareto.μ, pGeneralizedPareto.σ, pGeneralizedPareto.ξ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1074,"value":"## Gilbrat","pinned":false,"hidden":false,"mode":"md"},{"id":1076,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Gilbrat()\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1079,"value":"## Gompertz","pinned":false,"hidden":false,"mode":"md"},{"id":1086,"value":"viewof pGompertz = controls('gompertz', [\n {name: 'η', type: 'scale'},\n {name: 'b', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1082,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Gompertz(pGompertz.η, pGompertz.b)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1091,"value":"## Gumbel","pinned":false,"hidden":false,"mode":"md"},{"id":1093,"value":"viewof pGumbel = controls('gumbel', [\n {name: 'μ', type: 'location'},\n {name: 'β', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1097,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.Gumbel(pGumbel.μ, pGumbel.β)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1101,"value":"## half generalized normal","pinned":false,"hidden":false,"mode":"md"},{"id":1105,"value":"viewof pHalfGeneralizedNormal = controls('haldgeneralizednormal', [\n {name: 'α', type: 'scale'},\n {name: 'β', type: 'scale', min: 0.2}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1108,"value":"plot({\n min: 0,\n max: 20,\n bins: 100,\n dist: new ranjs.dist.HalfGeneralizedNormal(pHalfGeneralizedNormal.α, pHalfGeneralizedNormal.β)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1116,"value":"## half-logistic","pinned":false,"hidden":false,"mode":"md"},{"id":1118,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.HalfLogistic()\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1122,"value":"## half-normal","pinned":false,"hidden":false,"mode":"md"},{"id":1126,"value":"viewof pHalfNormal = controls('halfnormal', [\n {name: 'σ', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1124,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.HalfNormal(pHalfNormal.σ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1131,"value":"## Hoyt","pinned":false,"hidden":false,"mode":"md"},{"id":1133,"value":"viewof pHoyt = controls('hoyt', [\n {name: 'q', type: 'unit'},\n {name: 'ω', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1139,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Hoyt(pHoyt.q, pHoyt.ω)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1142,"value":"## hyperbolic secant","pinned":false,"hidden":false,"mode":"md"},{"id":1145,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.HyperbolicSecant()\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1148,"value":"## hyperexponential","pinned":false,"hidden":false,"mode":"md"},{"id":1153,"value":"viewof pHyperexponential = controls('hyperexponential', [\n {name: 'w1', type: 'scale'},\n {name: 'λ1', type: 'scale'},\n {name: 'w2', type: 'scale'},\n {name: 'λ2', type: 'scale'},\n {name: 'w3', type: 'scale'},\n {name: 'λ3', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1151,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Hyperexponential([{weight: pHyperexponential.w1, rate: pHyperexponential.λ1}, {weight: pHyperexponential.w2, rate: pHyperexponential.λ2}, {weight: pHyperexponential.w3, rate: pHyperexponential.λ3}])\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1161,"value":"## inverse χ-squared","pinned":false,"hidden":false,"mode":"md"},{"id":1163,"value":"viewof pInverseChi2 = controls('inversechi2', [\n {name: 'ν', type: 'degree'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1167,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.InverseChi2(pInverseChi2.ν)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1171,"value":"## inverse gamma","pinned":false,"hidden":false,"mode":"md"},{"id":1173,"value":"viewof pInverseGamma = controls('inversegamma', [\n {name: 'α', type: 'scale'},\n {name: 'β', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1177,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.InverseGamma(pInverseGamma.α, pInverseGamma.β)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1180,"value":"## inverse Gaussian","pinned":false,"hidden":false,"mode":"md"},{"id":1184,"value":"viewof pInverseGaussian = controls('inversegaussian', [\n {name: 'μ', type: 'scale'},\n {name: 'λ', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1188,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.InverseGaussian(pInverseGaussian.μ, pInverseGaussian.λ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1191,"value":"## inverted Weibull","pinned":false,"hidden":false,"mode":"md"},{"id":1193,"value":"viewof pInvertedWeibull = controls('invertedweibull', [\n {name: 'c', type: 'scale', min: 0.1}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1195,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.InvertedWeibull(pInvertedWeibull.c)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1201,"value":"## Irwin-Hall","pinned":false,"hidden":false,"mode":"md"},{"id":1203,"value":"viewof pIrwinHall = controls('irwinhall', [\n {name: 'n', type: 'degree'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1207,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.IrwinHall(pIrwinHall.n)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1210,"value":"## Johnson's SB","pinned":false,"hidden":false,"mode":"md"},{"id":1212,"value":"viewof pJohnsonsSB = controls('johnsonssb', [\n {name: 'γ', type: 'location'},\n {name: 'δ', type: 'scale'},\n {name: 'λ', type: 'scale'},\n {name: 'ξ', type: 'location'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1215,"value":"plot({\n min: -1,\n max: 4,\n bins: 100,\n dist: new ranjs.dist.JohnsonSB(pJohnsonsSB.γ, pJohnsonsSB.δ, pJohnsonsSB.λ, pJohnsonsSB.ξ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1219,"value":"## Johnson's SU","pinned":false,"hidden":false,"mode":"md"},{"id":1222,"value":"viewof pJohnsonsSU = controls('johnsonssu', [\n {name: 'γ', type: 'location'},\n {name: 'δ', type: 'scale'},\n {name: 'λ', type: 'scale'},\n {name: 'ξ', type: 'location'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1225,"value":"plot({\n min: -1,\n max: 4,\n bins: 100,\n dist: new ranjs.dist.JohnsonSU(pJohnsonsSU.γ, pJohnsonsSU.δ, pJohnsonsSU.λ, pJohnsonsSU.ξ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1228,"value":"## Kolmogorov","pinned":false,"hidden":false,"mode":"md"},{"id":1232,"value":"plot({\n min: -1,\n max: 4,\n bins: 100,\n dist: new ranjs.dist.Kolmogorov()\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1235,"value":"## Kumaraswamy","pinned":false,"hidden":false,"mode":"md"},{"id":1237,"value":"viewof pKumaraswamy = controls('kumaraswamy', [\n {name: 'a', type: 'scale', value: 1.5},\n {name: 'b', type: 'scale', value: 2}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1239,"value":"plot({\n min: 0,\n max: 1,\n bins: 100,\n dist: new ranjs.dist.Kumaraswamy(pKumaraswamy.a, pKumaraswamy.b)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1244,"value":"## Laplace","pinned":false,"hidden":false,"mode":"md"},{"id":1246,"value":"viewof pLaplace = controls('laplace', [\n {name: 'μ', type: 'location'},\n {name: 'b', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1248,"value":"plot({\n min: -3,\n max: 3,\n bins: 120,\n dist: new ranjs.dist.Laplace(pLaplace.μ, pLaplace.b)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1254,"value":"## Lévy","pinned":false,"hidden":false,"mode":"md"},{"id":1256,"value":"viewof pLevy = controls('levy', [\n {name: 'μ', type: 'location'},\n {name: 'c', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1259,"value":"plot({\n min: -1,\n max: 9,\n bins: 100,\n dist: new ranjs.dist.Levy(pLevy.μ, pLevy.c)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1264,"value":"## Lindley","pinned":false,"hidden":false,"mode":"md"},{"id":1267,"value":"viewof pLindley = controls('lindley', [\n {name: 'θ', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1271,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Lindley(pLindley.θ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1274,"value":"## logarithmic","pinned":false,"hidden":false,"mode":"md"},{"id":1276,"value":"viewof pLogarithmic = controls('logarithmic', [\n {name: 'a', min: 1, max: 3, value: 2},\n {name: 'b', min: 4, max: 6, value: 5}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1279,"value":"plot({\n min: 1,\n max: 7,\n bins: 120,\n dist: new ranjs.dist.Logarithmic(pLogarithmic.a, pLogarithmic.b)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1285,"value":"## log-Cauchy","pinned":false,"hidden":false,"mode":"md"},{"id":1287,"value":"viewof pLogCauchy = controls('logcauchy', [\n {name: 'μ', type: 'location', value: 0.5},\n {name: 'σ', type: 'scale', value: 0.5}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1290,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.LogCauchy(pLogCauchy.μ, pLogCauchy.σ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1294,"value":"## log-gamma","pinned":false,"hidden":false,"mode":"md"},{"id":1296,"value":"viewof pLogGamma = controls('loggamma', [\n {name: 'α', type: 'scale'},\n {name: 'β', type: 'scale', min: 0.2},\n {name: 'μ', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1300,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.LogGamma(pLogGamma.α, pLogGamma.β, pLogGamma.μ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1304,"value":"## logistic","pinned":false,"hidden":false,"mode":"md"},{"id":1306,"value":"viewof pLogistic = controls('logistic', [\n {name: 'μ', type: 'location'},\n {name: 's', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1309,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.Logistic(pLogistic.μ, pLogistic.s)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1355,"value":"## logistic-exponential","pinned":false,"hidden":false,"mode":"md"},{"id":1357,"value":"viewof pLogisticExponential = controls('logisticexponential', [\n {name: 'λ', type: 'scale', value: 0.5},\n {name: 'κ', type: 'scale', value: 1.5}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1359,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.LogisticExponential(pLogisticExponential.λ, pLogisticExponential.κ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1365,"value":"## logit-normal","pinned":false,"hidden":false,"mode":"md"},{"id":1370,"value":"viewof pLogitNormal = controls('logitnormal', [\n {name: 'μ', type: 'location', value: -1},\n {name: 'σ', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1372,"value":"plot({\n min: 0,\n max: 1,\n bins: 100,\n dist: new ranjs.dist.LogitNormal(pLogitNormal.μ, pLogitNormal.σ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1380,"value":"## log-Laplace","pinned":false,"hidden":false,"mode":"md"},{"id":1382,"value":"viewof pLogLaplace = controls('loglaplace', [\n {name: 'μ', type: 'location'},\n {name: 'b', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1384,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.LogLaplace(pLogLaplace.μ, pLogLaplace.b)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1389,"value":"## log-logistic","pinned":false,"hidden":false,"mode":"md"},{"id":1391,"value":"viewof pLogLogistic = controls('loglogistic', [\n {name: 'α', type: 'scale', value: 2},\n {name: 'β', type: 'scale', value: 1.5}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1393,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.LogLogistic(pLogLogistic.α, pLogLogistic.β)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1401,"value":"## log-normal","pinned":false,"hidden":false,"mode":"md"},{"id":1403,"value":"viewof pLogNormal = controls('lognormal', [\n {name: 'μ', type: 'location', value: 1},\n {name: 'σ', type: 'scale', value: 0.5}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1406,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.LogNormal(pLogNormal.μ, pLogNormal.σ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1415,"value":"## Lomax","pinned":false,"hidden":false,"mode":"md"},{"id":1418,"value":"viewof pLomax = controls('lomax', [\n {name: 'λ', type: 'scale'},\n {name: 'α', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1421,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Lomax(pLomax.λ, pLomax.α)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1428,"value":"## Makeham","pinned":false,"hidden":false,"mode":"md"},{"id":1430,"value":"viewof pMakeham = controls('makeham', [\n {name: 'α', type: 'scale', value: 0.2},\n {name: 'β', type: 'scale', value: 2.5},\n {name: 'λ', type: 'scale', value: 0.4}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1433,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Makeham(pMakeham.α, pMakeham.β, pMakeham.λ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1438,"value":"## Maxwell-Boltzmann","pinned":false,"hidden":false,"mode":"md"},{"id":1440,"value":"viewof pMaxwellBoltzmann = controls('maxwellboltzmann', [\n {name: 'a', type: 'scale', value: 0.6},\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1442,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.MaxwellBoltzmann(pMaxwellBoltzmann.a)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1447,"value":"## Mielke","pinned":false,"hidden":false,"mode":"md"},{"id":1449,"value":"viewof pMielke = controls('mielke', [\n {name: 'k', type: 'scale', value: 1.5},\n {name: 's', type: 'scale', value: 2}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1451,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Mielke(pMielke.k, pMielke.s)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1457,"value":"## Moyal","pinned":true,"hidden":false,"mode":"md"},{"id":1459,"value":"viewof pMoyal = controls('moyal', [\n {name: 'μ', type: 'location', value: 1},\n {name: 'σ', type: 'scale', value: 0.5}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1462,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.Moyal(pMoyal.μ, pMoyal.σ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1466,"value":"## Muth","pinned":false,"hidden":false,"mode":"md"},{"id":1468,"value":"viewof pMuth = controls('muth', [\n {name: 'α', type: 'unit', min: 0.01}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1471,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Muth(pMuth.α)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1474,"value":"## Nakagami","pinned":false,"hidden":false,"mode":"md"},{"id":1476,"value":"viewof pNakagami = controls('nakagami', [\n {name: 'm', type: 'scale', min: 0.5},\n {name: 'Ω', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1479,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Nakagami(pNakagami.m, pNakagami.Ω)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1482,"value":"## non-central beta","pinned":false,"hidden":false,"mode":"md"},{"id":1484,"value":"viewof pNoncentralBeta = controls('noncentralbeta', [\n {name: 'α', type: 'scale', value: 1},\n {name: 'β', type: 'scale', value: 1.5},\n {name: 'λ', type: 'scale', value: 2}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1487,"value":"plot({\n min: 0,\n max: 1,\n bins: 100,\n dist: new ranjs.dist.NoncentralBeta(pNoncentralBeta.α, pNoncentralBeta.β, pNoncentralBeta.λ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1500,"value":"## non-central χ","pinned":false,"hidden":false,"mode":"md"},{"id":1502,"value":"viewof pNoncentralChi = controls('noncentralchi', [\n {name: 'k', type: 'degree', value: 3},\n {name: 'λ', type: 'scale', value: 2}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1508,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.NoncentralChi(pNoncentralChi.k, pNoncentralChi.λ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1515,"value":"## non-central χ-squared","pinned":false,"hidden":false,"mode":"md"},{"id":1518,"value":"viewof pNoncentralChi2 = controls('noncentralchi2', [\n {name: 'k', type: 'degree', value: 3},\n {name: 'λ', type: 'scale', value: 2}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1520,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.NoncentralChi2(pNoncentralChi2.k, pNoncentralChi2.λ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1524,"value":"## non-central F","pinned":false,"hidden":false,"mode":"md"},{"id":1526,"value":"viewof pNoncentralF = controls('noncentralf', [\n {name: 'd2', type: 'degree'},\n {name: 'd2', type: 'degree'},\n {name: 'λ', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1528,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.NoncentralF(pNoncentralF.d1, pNoncentralF.d2, pNoncentralF.λ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":674,"value":"## non-central t","pinned":false,"hidden":false,"mode":"md"},{"id":676,"value":"viewof pNoncentralT = controls('noncentralt', [\n {name: 'ν', type: 'degree'},\n {name: 'μ', type: 'location'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":679,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.NoncentralT(pNoncentralT.ν, pNoncentralT.μ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1538,"value":"## normal","pinned":false,"hidden":false,"mode":"md"},{"id":1540,"value":"viewof pNormal = controls('normal', [\n {name: 'μ', type: 'location'},\n {name: 'σ', type: 'scale', value: 0.5}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1542,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.Normal(pNormal.μ, pNormal.σ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1547,"value":"## Pareto","pinned":false,"hidden":false,"mode":"md"},{"id":1549,"value":"viewof pPareto = controls('pareto', [\n {name: 'xmin', type: 'scale'},\n {name: 'α', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1554,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Pareto(pPareto.xmin, pPareto.α)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1557,"value":"## PERT","pinned":false,"hidden":false,"mode":"md"},{"id":1559,"value":"viewof pPERT = controls('pert', [\n {name: 'a', type: 'location', min: -2, max: 1, value: -1},\n {name: 'b', type: 'location', min: 1.5, max: 4, value: 3},\n {name: 'c', type: 'location', min: 4.5, max: 7, value: 5}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1563,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.PERT(pPERT.a, pPERT.b, pPERT.c)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1567,"value":"## power-law","pinned":false,"hidden":false,"mode":"md"},{"id":1569,"value":"viewof pPowerLaw = controls('powerlaw', [\n {name: 'a', type: 'scale'},\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1571,"value":"plot({\n min: 0,\n max: 1,\n bins: 100,\n dist: new ranjs.dist.Power(pPowerLaw.a)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1576,"value":"## q-exponential","pinned":false,"hidden":false,"mode":"md"},{"id":1578,"value":"viewof pQExponential = controls('qexponential', [\n {name: 'q', type: 'scale', max: 2},\n {name: 'λ', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1583,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.QExponential(pQExponential.q, pQExponential.λ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1586,"value":"## R","pinned":false,"hidden":false,"mode":"md"},{"id":1588,"value":"viewof pR = controls('r', [\n {name: 'c', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1590,"value":"plot({\n min: -1,\n max: 1,\n bins: 100,\n dist: new ranjs.dist.R(pR.c)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1594,"value":"## raised cosine","pinned":false,"hidden":false,"mode":"md"},{"id":1596,"value":"viewof pRaisedCosine = controls('raisedcosine', [\n {name: 'μ', type: 'location'},\n {name: 's', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1600,"value":"plot({\n min: -4,\n max: 4,\n bins: 80,\n dist: new ranjs.dist.RaisedCosine(pRaisedCosine.μ, pRaisedCosine.s)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1604,"value":"## Rayleigh","pinned":false,"hidden":false,"mode":"md"},{"id":1606,"value":"viewof pRayleigh = controls('rayleigh', [\n {name: 'σ', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1610,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Rayleigh(pRayleigh.σ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1613,"value":"## reciprocal","pinned":false,"hidden":false,"mode":"md"},{"id":1615,"value":"viewof pReciprocal = controls('reciprocal', [\n {name: 'a', type: 'scale', max: 1.4},\n {name: 'b', type: 'scale', min: 1.6, value: 2}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1619,"value":"plot({\n min: 0,\n max: 4,\n bins: 80,\n dist: new ranjs.dist.Reciprocal(pReciprocal.a, pReciprocal.b)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1626,"value":"## reciprocal inverse Gaussian","pinned":false,"hidden":false,"mode":"md"},{"id":1632,"value":"viewof pReciprocalInverseGaussian = controls('reciprocalinversegaussian', [\n {name: 'λ', type: 'scale', min: 0.2},\n {name: 'μ', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1634,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.ReciprocalInverseGaussian(pReciprocalInverseGaussian.λ, pReciprocalInverseGaussian.μ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1639,"value":"## Rice","pinned":false,"hidden":false,"mode":"md"},{"id":1642,"value":"viewof pRice = controls('rice', [\n {name: 'ν', type: 'scale'},\n {name: 'σ', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1645,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Rice(pRice.ν, pRice.σ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1650,"value":"## shifted log-logistic","pinned":false,"hidden":false,"mode":"md"},{"id":1652,"value":"viewof pShiftedLogLogistic = controls('shiftedloglogistic', [\n {name: 'μ', type: 'location'},\n {name: 'σ', type: 'scale'},\n {name: 'ξ', type: 'location'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1655,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.ShiftedLogLogistic(pShiftedLogLogistic.μ, pShiftedLogLogistic.σ, pShiftedLogLogistic.ξ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1659,"value":"## skew normal","pinned":false,"hidden":false,"mode":"md"},{"id":1662,"value":"viewof pSkewNormal = controls('skewnormal', [\n {name: 'ξ', type: 'location'},\n {name: 'ω', type: 'scale'},\n {name: 'α', type: 'location', min: -10, max: 10},\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1664,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.SkewNormal(pSkewNormal.ξ, pSkewNormal.ω, pSkewNormal.α)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1677,"value":"## slash","pinned":false,"hidden":false,"mode":"md"},{"id":1679,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.Slash()\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1682,"value":"## Student's t","pinned":false,"hidden":false,"mode":"md"},{"id":1684,"value":"viewof pStudentT = controls('studentT', [\n {name: 'ν', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1687,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.StudentT(pStudentT.ν)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1689,"value":"## Student's Z","pinned":false,"hidden":false,"mode":"md"},{"id":1691,"value":"viewof pStudentZ = controls('studentZ', [\n {name: 'n', type: 'degree', min: 2, value: 2}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1694,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.StudentZ(pStudentZ.n)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1699,"value":"## trapezoidal","pinned":false,"hidden":false,"mode":"md"},{"id":1701,"value":"viewof pTrapezoidal = controls('trapezoidal', [\n {name: 'a', type: 'location', min: -4, max: -2, value: -3},\n {name: 'b', type: 'location', min: -2.1, max: 0, value: -1},\n {name: 'c', type: 'location', min: 0.1, max: 2, value: 1},\n {name: 'd', type: 'location', min: 2.1, max: 4, value: 3}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1704,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.Trapezoidal(pTrapezoidal.a, pTrapezoidal.b, pTrapezoidal.c, pTrapezoidal.d)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1708,"value":"## triangular","pinned":false,"hidden":false,"mode":"md"},{"id":1710,"value":"viewof pTriangular = controls('triangular', [\n {name: 'a', type: 'location', min: -4, max: -2, value: -3},\n {name: 'b', type: 'location', min: 0.1, max: 2, value: 1},\n {name: 'c', type: 'location', min: -2.1, max: 0, value: -1}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1712,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.Triangular(pTriangular.a, pTriangular.b, pTriangular.c)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1718,"value":"## truncated normal","pinned":false,"hidden":false,"mode":"md"},{"id":1720,"value":"viewof pTruncatedNormal = controls('truncatednormal', [\n {name: 'μ', type: 'location'},\n {name: 'σ', type: 'scale', value: 0.5},\n {name: 'a', type: 'location', max: -0.1, value: -1},\n {name: 'b', type: 'location', min: 0.1, value: 1},\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1726,"value":"plot({\n min: -2,\n max: 2,\n bins: 80,\n size: 3e4,\n dist: new ranjs.dist.TruncatedNormal(pTruncatedNormal.μ, pTruncatedNormal.σ, pTruncatedNormal.a, pTruncatedNormal.b)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1733,"value":"## Tukey λ","pinned":false,"hidden":false,"mode":"md"},{"id":1735,"value":"viewof pTukeyLambda = controls('tukeylambda', [\n {name: 'λ', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1737,"value":"plot({\n min: -5,\n max: 5,\n bins: 100,\n dist: new ranjs.dist.TukeyLambda(pTukeyLambda.λ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1741,"value":"## uniform","pinned":false,"hidden":false,"mode":"md"},{"id":1743,"value":"viewof pUniform = controls('uniform', [\n {name: 'a', type: 'location', max: -0.1, value: -1},\n {name: 'b', type: 'location', min: 0.1, value: 1}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1745,"value":"plot({\n min: -2,\n max: 2,\n bins: 80,\n dist: new ranjs.dist.Uniform(pUniform.a, pUniform.b)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1751,"value":"## uniform ratio","pinned":false,"hidden":false,"mode":"md"},{"id":1753,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.UniformRatio()\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1760,"value":"## u-quadratic","pinned":false,"hidden":false,"mode":"md"},{"id":1762,"value":"viewof pUQuadratic = controls('uquadratic', [\n {name: 'a', type: 'location', max: -0.1, value: -1},\n {name: 'b', type: 'location', min: 0.1, value: 1}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1765,"value":"plot({\n min: -2,\n max: 2,\n bins: 80,\n dist: new ranjs.dist.UQuadratic(pUQuadratic.a, pUQuadratic.b)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1768,"value":"## von Mises","pinned":false,"hidden":false,"mode":"md"},{"id":1770,"value":"viewof pVonMises = controls('vonmises', [\n {name: 'κ', type: 'scale'},\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1772,"value":"plot({\n min: -4,\n max: 4,\n bins: 80,\n dist: new ranjs.dist.VonMises(pVonMises.κ)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1776,"value":"## Weibull","pinned":false,"hidden":false,"mode":"md"},{"id":1778,"value":"viewof pWeibull = controls('weibull', [\n {name: 'λ', type: 'scale'},\n {name: 'k', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1780,"value":"plot({\n min: 0,\n max: 10,\n bins: 100,\n dist: new ranjs.dist.Weibull(pWeibull.λ, pWeibull.k)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1787,"value":"## Wigner","pinned":false,"hidden":false,"mode":"md"},{"id":1789,"value":"viewof pWigner = controls('wigner', [\n {name: 'R', type: 'scale'}\n])","pinned":false,"hidden":false,"mode":"ojs"},{"id":1791,"value":"plot({\n min: -4,\n max: 4,\n bins: 80,\n dist: new ranjs.dist.Wigner(pWigner.R)\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":1806,"value":"# Appendix","pinned":false,"hidden":false,"mode":"md"},{"id":5,"value":"ranjs = require('ranjs')","pinned":false,"hidden":false,"mode":"ojs"},{"id":181,"value":"$2f","pinned":false,"hidden":false,"mode":"ojs"},{"id":14,"value":"$30","pinned":false,"hidden":false,"mode":"ojs"},{"id":705,"value":"function toc(selector = \"h2,h3\", heading = \"Table of Contents\") {\n return Generators.observe(notify => {\n let headings = [];\n\n function observed() {\n const h = Array.from(document.querySelectorAll(selector));\n if (h.length !== headings.length || h.some((h, i) => headings[i] !== h)) {\n notify(html`${heading}

${DOM.text(h.textContent)}`,\n {onclick: e => (e.preventDefault(), h.scrollIntoView())}\n );\n })}`);\n }\n }\n\n const observer = new MutationObserver(observed);\n observer.observe(document.body, {childList: true, subtree: true});\n observed();\n return () => observer.disconnect();\n });\n}","pinned":false,"hidden":false,"mode":"ojs"}],"files":"$W31","stdlib":"1","titling":"auto"}