136 lines
5.4 KiB
JavaScript
136 lines
5.4 KiB
JavaScript
/* @flow */
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// # simple-statistics
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//
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// A simple, literate statistics system.
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// Linear Regression
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export { default as linearRegression } from "./src/linear_regression";
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export { default as linearRegressionLine } from "./src/linear_regression_line";
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export { default as standardDeviation } from "./src/standard_deviation";
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export { default as rSquared } from "./src/r_squared";
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export { default as mode } from "./src/mode";
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export { default as modeFast } from "./src/mode_fast";
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export { default as modeSorted } from "./src/mode_sorted";
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export { default as min } from "./src/min";
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export { default as max } from "./src/max";
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export { default as extent } from "./src/extent";
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export { default as minSorted } from "./src/min_sorted";
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export { default as maxSorted } from "./src/max_sorted";
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export { default as extentSorted } from "./src/extent_sorted";
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export { default as sum } from "./src/sum";
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export { default as sumSimple } from "./src/sum_simple";
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export { default as product } from "./src/product";
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export { default as quantile } from "./src/quantile";
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export { default as quantileSorted } from "./src/quantile_sorted";
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export { default as quantileRank } from "./src/quantile_rank";
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export { default as quantileRankSorted } from "./src/quantile_rank_sorted";
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export {
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default as interquartileRange,
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default as iqr
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} from "./src/interquartile_range";
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export {
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default as medianAbsoluteDeviation,
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default as mad
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} from "./src/median_absolute_deviation";
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export { default as chunk } from "./src/chunk";
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export {
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default as sampleWithReplacement
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} from "./src/sample_with_replacement";
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export { default as shuffle } from "./src/shuffle";
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export { default as shuffleInPlace } from "./src/shuffle_in_place";
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export { default as sample } from "./src/sample";
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export { default as ckmeans } from "./src/ckmeans";
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export { default as uniqueCountSorted } from "./src/unique_count_sorted";
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export {
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default as sumNthPowerDeviations
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} from "./src/sum_nth_power_deviations";
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export { default as equalIntervalBreaks } from "./src/equal_interval_breaks";
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// sample statistics
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export { default as sampleCovariance } from "./src/sample_covariance";
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export { default as sampleCorrelation } from "./src/sample_correlation";
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export { default as sampleVariance } from "./src/sample_variance";
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export {
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default as sampleStandardDeviation
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} from "./src/sample_standard_deviation";
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export { default as sampleSkewness } from "./src/sample_skewness";
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export { default as sampleKurtosis } from "./src/sample_kurtosis";
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// combinatorics
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export { default as permutationsHeap } from "./src/permutations_heap";
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export { default as combinations } from "./src/combinations";
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export {
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default as combinationsReplacement
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} from "./src/combinations_replacement";
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// measures of centrality
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export { default as addToMean } from "./src/add_to_mean";
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export { default as combineMeans } from "./src/combine_means";
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export { default as combineVariances } from "./src/combine_variances";
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export { default as geometricMean } from "./src/geometric_mean";
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export { default as harmonicMean } from "./src/harmonic_mean";
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export { default as average, default as mean } from "./src/mean";
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export { default as median } from "./src/median";
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export { default as medianSorted } from "./src/median_sorted";
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export { default as subtractFromMean } from "./src/subtract_from_mean";
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export {
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default as rootMeanSquare,
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default as rms
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} from "./src/root_mean_square";
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export { default as variance } from "./src/variance";
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export { default as tTest } from "./src/t_test";
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export { default as tTestTwoSample } from "./src/t_test_two_sample";
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// ss.jenks = require('./src/jenks');
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// Classifiers
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export {
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default as BayesianClassifier,
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default as bayesian
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} from "./src/bayesian_classifier";
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export {
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default as PerceptronModel,
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default as perceptron
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} from "./src/perceptron";
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// Distribution-related methods
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export { default as epsilon } from "./src/epsilon"; // We make ε available to the test suite.
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export { default as factorial } from "./src/factorial";
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export { default as gamma } from "./src/gamma";
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export { default as gammaln } from "./src/gammaln";
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export { default as bernoulliDistribution } from "./src/bernoulli_distribution";
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export { default as binomialDistribution } from "./src/binomial_distribution";
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export { default as poissonDistribution } from "./src/poisson_distribution";
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export {
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default as chiSquaredDistributionTable
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} from "./src/chi_squared_distribution_table";
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export {
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default as chiSquaredGoodnessOfFit
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} from "./src/chi_squared_goodness_of_fit";
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export {
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default as kernelDensityEstimation,
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default as kde
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} from "./src/kernel_density_estimation";
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// Normal distribution
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export { default as zScore } from "./src/z_score";
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export {
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default as cumulativeStdNormalProbability
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} from "./src/cumulative_std_normal_probability";
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export { default as standardNormalTable } from "./src/standard_normal_table";
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export { default as errorFunction, default as erf } from "./src/error_function";
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export { default as inverseErrorFunction } from "./src/inverse_error_function";
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export { default as probit } from "./src/probit";
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// Non-parametric Methods
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export { default as permutationTest } from "./src/permutation_test";
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// Root-finding methods
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export { default as bisect } from "./src/bisect";
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// Utils
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export { default as quickselect } from "./src/quickselect";
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export { default as sign } from "./src/sign";
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export { default as numericSort } from "./src/numeric_sort";
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