simple-statistics/index.d.ts

// # simple-statistics
//
// A simple, literate statistics system.

// Linear Regression
export { default as linearRegression } from "./src/linear_regression";
export { default as linearRegressionLine } from "./src/linear_regression_line";
export { default as standardDeviation } from "./src/standard_deviation";
export { default as rSquared } from "./src/r_squared";
export { default as mode } from "./src/mode";
export { default as modeFast } from "./src/mode_fast";
export { default as modeSorted } from "./src/mode_sorted";
export { default as min } from "./src/min";
export { default as max } from "./src/max";
export { default as extent } from "./src/extent";
export { default as minSorted } from "./src/min_sorted";
export { default as maxSorted } from "./src/max_sorted";
export { default as sum } from "./src/sum";
export { default as sumSimple } from "./src/sum_simple";
export { default as product } from "./src/product";
export { default as quantile } from "./src/quantile";
export { default as quantileSorted } from "./src/quantile_sorted";
export { default as quantileRank } from "./src/quantile_rank";
export { default as quantileRankSorted } from "./src/quantile_rank_sorted";
export {
  default as interquartileRange,
  default as iqr
} from "./src/interquartile_range";
export {
  default as medianAbsoluteDeviation,
  default as mad
} from "./src/median_absolute_deviation";
export { default as chunk } from "./src/chunk";
export { default as sampleWithReplacement } from "./src/sample_with_replacement";
export { default as shuffle } from "./src/shuffle";
export { default as shuffleInPlace } from "./src/shuffle_in_place";
export { default as sample } from "./src/sample";
export { default as ckmeans } from "./src/ckmeans";
export { default as uniqueCountSorted } from "./src/unique_count_sorted";
export { default as sumNthPowerDeviations } from "./src/sum_nth_power_deviations";
export { default as equalIntervalBreaks } from "./src/equal_interval_breaks";

// sample statistics
export { default as sampleCovariance } from "./src/sample_covariance";
export { default as sampleCorrelation } from "./src/sample_correlation";
export { default as sampleVariance } from "./src/sample_variance";
export { default as sampleStandardDeviation } from "./src/sample_standard_deviation";
export { default as sampleSkewness } from "./src/sample_skewness";
export { default as sampleKurtosis } from "./src/sample_kurtosis";

// combinatorics
export { default as permutationsHeap } from "./src/permutations_heap";
export { default as combinations } from "./src/combinations";
export { default as combinationsReplacement } from "./src/combinations_replacement";

// measures of centrality
export { default as addToMean } from "./src/add_to_mean";
export { default as combineMeans } from "./src/combine_means";
export { default as combineVariances } from "./src/combine_variances";
export { default as geometricMean } from "./src/geometric_mean";
export { default as harmonicMean } from "./src/harmonic_mean";
export { default as average, default as mean } from "./src/mean";
export { default as median } from "./src/median";
export { default as medianSorted } from "./src/median_sorted";
export { default as subtractFromMean } from "./src/subtract_from_mean";

export {
  default as rootMeanSquare,
  default as rms
} from "./src/root_mean_square";
export { default as variance } from "./src/variance";
export { default as tTest } from "./src/t_test";
export { default as tTestTwoSample } from "./src/t_test_two_sample";
// ss.jenks = require('./src/jenks');

// Classifiers
export {
  default as BayesianClassifier,
  default as bayesian
} from "./src/bayesian_classifier";
export {
  default as PerceptronModel,
  default as perceptron
} from "./src/perceptron";

// Distribution-related methods
export { default as epsilon } from "./src/epsilon"; // We make ε available to the test suite.
export { default as factorial } from "./src/factorial";
export { default as bernoulliDistribution } from "./src/bernoulli_distribution";
export { default as binomialDistribution } from "./src/binomial_distribution";
export { default as poissonDistribution } from "./src/poisson_distribution";
export { default as chiSquaredDistributionTable } from "./src/chi_squared_distribution_table";
export { default as chiSquaredGoodnessOfFit } from "./src/chi_squared_goodness_of_fit";
export {
  default as kernelDensityEstimation,
  default as kde
} from "./src/kernel_density_estimation";

// Normal distribution
export { default as zScore } from "./src/z_score";
export { default as cumulativeStdNormalProbability } from "./src/cumulative_std_normal_probability";
export { default as standardNormalTable } from "./src/standard_normal_table";
export { default as errorFunction, default as erf } from "./src/error_function";
export { default as inverseErrorFunction } from "./src/inverse_error_function";
export { default as probit } from "./src/probit";

// Non-parametric Methods
export { default as permutationTest } from "./src/permutation_test";

// Root-finding methods
export { default as bisect } from "./src/bisect";

// Clustering methods and metrics
export { default as kMeansCluster } from "./src/k_means_cluster";
export { default as silhouette } from "./src/silhouette";
export { default as silhouetteMetric } from "./src/silhouette_metric";
export { default as jenks } from "./src/jenks";

// Utils
export { default as quickselect } from "./src/quickselect";
export { default as sign } from "./src/sign";
export { default as numericSort } from "./src/numeric_sort";