From 0aa2cae8ab8733061bd58430b662ec9ad207501a Mon Sep 17 00:00:00 2001 From: NunoSempere Date: Sat, 16 Apr 2022 21:37:07 -0400 Subject: [PATCH] update: represent 90% confidence intervals at the end --- README.md | 5 ++++- imgs/simple-squiggle2.png | Bin 0 -> 141360 bytes src/cli.js | 5 ++++- src/index.js | 35 +++++++++++++++++++++++++++++------ 4 files changed, 37 insertions(+), 8 deletions(-) create mode 100644 imgs/simple-squiggle2.png diff --git a/README.md b/README.md index d1e33aa..aefa58e 100644 --- a/README.md +++ b/README.md @@ -8,7 +8,7 @@ It may be useful for testing correctness of limited features of the full Squiggle, or for sanity-checking the validity of some Squiggle models. -![](imgs/simple-squiggle.png) +![](imgs/simple-squiggle2.png) ## Built with @@ -94,7 +94,10 @@ Model: ( 2000000000 to 20000000000 ) / ( (1800000 to 2500000) * (0.25 to 0.75) * -> lognormal(9.53, 1.60) => lognormal(9.530291704996749, 1.596443005980748) + ( => ~996.6270585961881 to ~190271.4039258926 ) + ---------------------------------------------------- + ``` For ease of representation, the intermediary outputs are printed only to two decimal points. 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zvrdv>T~~%mnIY2rAosaQl_&d-vg+LqR#=D-tSl@@{;+|a?UaDWsCnOW=RVClB13le zpa&(CzX5w5!(woPjg9w*j1A@xHP|2Do$BD+KYjq#i*>Lru#ix}5dPI6yi~?{&D~B(O;rhjyN_@+K|l!4s2Ci&B#ZNoZV7C$um1X^dgq(2 zG+Bl}c5~TUb8LzyUIYDJ6S_ExI(|T&>}zX)FZpf@UI&K${uR6oZA9&u)#86_5o6A( z*W&9SAplvt=ysLydOU!%0c_QiNK`k?ogXlC)7x(Uq{va2P0aLe9gO718GnP1$F=L; z|7t~`3;xFRlT2WIHuw*wpCu{di{+m%U19vW^Rf2ZzZ)L@=Ntd$;rz2V{-5m}Z0$BQ zk5z>R)G4MhuOl-`oySXMl?>ZL!V8nR1keao_-hxjedkyYZB3kDnxh8$f~b8zk@gpI<+ywsUeHFL9_|``4}iwj*b-Wp4Jyf4(OsrbhF<|Fg#b`8@u=iVkbo ZroZHQ0>?aIAPEx_; { let result = transformer(string, print); print(""); console.groupEnd(); - console.log(`=> ${result}`); + console.log(`=> ${result[0]}`); + console.log(` ( => ${result[1]} )`); + console.log(""); + print("-".repeat(52)); console.log(""); }; diff --git a/src/index.js b/src/index.js index fe093d6..afeeb52 100644 --- a/src/index.js +++ b/src/index.js @@ -137,7 +137,6 @@ let transformerInner = (string) => { let newMean = mean1 - mean2; let newStd = Math.sqrt(std1 ** 2 + std2 ** 2); return createLogarithmNode(newMean, newStd); - return new math.SymbolNode("xx"); } else if (isLognormalDividedByNumber) { let lognormalFactors = getFactors(node.args[0]); let mean = lognormalFactors[0]; @@ -172,8 +171,9 @@ let transformerInner = (string) => { return transformed; }; +const normal95confidencePoint = 1.6448536269514722; + let from90PercentCI = (low, high) => { - let normal95confidencePoint = 1.6448536269514722; let logLow = Math.log(low); let logHigh = Math.log(high); let mu = (logLow + logHigh) / 2; @@ -181,6 +181,14 @@ let from90PercentCI = (low, high) => { return [mu, sigma]; }; +let to90PercentCI = (mu, sigma) => { + let logHigh = mu + normal95confidencePoint * sigma; + let logLow = mu - normal95confidencePoint * sigma; + let high = Math.exp(logHigh); + let low = Math.exp(logLow); + return [low, high]; +}; + let simplePreprocessor = (string) => { // left for documentation purposes only function replacer(match, p1, p2) { @@ -197,7 +205,7 @@ let simplePreprocessor = (string) => { // simplePreprocessor("1 to 10 + 1 to 20"); -let customToStringHandler = (node, options) => { +let customToStringHandlerTwoDecimals = (node, options) => { if (node.type == "ConstantNode") { return node.value.toFixed(2); } @@ -215,23 +223,38 @@ let preprocessor = (string, print = console.log) => { print( `\t= ${math .parse(newString) - .toString({ handler: customToStringHandler })}` + .toString({ handler: customToStringHandlerTwoDecimals })}` ); return newString; // abc - 12345 - #$*% }; // preprocessor("1.2 to 10.5 * 1.1 to 20 * 1 to 2.5 * 1 to 5"); +let customToStringHandlerLognormals = (node, options) => { + if (isArgLognormal(node)) { + let factors = getFactors(node); + // print(node); + // print(factors); + let ninetyPercentCI = to90PercentCI(factors[0], factors[1]); + return `~${ninetyPercentCI[0]} to ~${ninetyPercentCI[1]}`; + } +}; + export function transformer(string, print = console.log) { string = preprocessor(string, print); let transformerOutput = transformerInner(string); let stringNew = transformerOutput.toString(); while (stringNew != string) { print( - `\t-> ${transformerOutput.toString({ handler: customToStringHandler })}` + `\t-> ${transformerOutput.toString({ + handler: customToStringHandlerTwoDecimals, + })}` ); string = stringNew; transformerOutput = transformerInner(string); stringNew = transformerOutput.toString(); } - return stringNew; + let stringNewAs90PercentCI = transformerOutput.toString({ + handler: customToStringHandlerLognormals, + }); + return [stringNew, stringNewAs90PercentCI]; }