/** * @see org.apache.commons.math3.stat.inference.TTest#tTest(double[], double[], double) */ public static boolean tTest(final double[] sample1, final double[] sample2, final double alpha) throws NullArgumentException, NumberIsTooSmallException, OutOfRangeException, MaxCountExceededException { return T_TEST.tTest(sample1, sample2, alpha); }
/** * @see org.apache.commons.math3.stat.inference.KolmogorovSmirnovTest#kolmogorovSmirnovTest(double[], double[], boolean) * @since 3.3 */ public static double kolmogorovSmirnovTest(double[] x, double[] y, boolean strict) throws InsufficientDataException, NullArgumentException { return KS_TEST.kolmogorovSmirnovTest(x, y, strict); }
/** * @see org.apache.commons.math3.stat.inference.TTest#pairedTTest(double[], double[]) */ public static double pairedTTest(final double[] sample1, final double[] sample2) throws NullArgumentException, NoDataException, DimensionMismatchException, NumberIsTooSmallException, MaxCountExceededException { return T_TEST.pairedTTest(sample1, sample2); }
/** * @see org.apache.commons.math3.stat.inference.TTest#t(double, org.apache.commons.math3.stat.descriptive.StatisticalSummary) */ public static double t(final double mu, final StatisticalSummary sampleStats) throws NullArgumentException, NumberIsTooSmallException { return T_TEST.t(mu, sampleStats); }
/** * @see org.apache.commons.math3.stat.inference.ChiSquareTest#chiSquareTestDataSetsComparison(long[], long[], double) * * @since 1.2 */ public static boolean chiSquareTestDataSetsComparison(final long[] observed1, final long[] observed2, final double alpha) throws DimensionMismatchException, NotPositiveException, ZeroException, OutOfRangeException, MaxCountExceededException { return CHI_SQUARE_TEST.chiSquareTestDataSetsComparison(observed1, observed2, alpha); }
/** * @see org.apache.commons.math3.stat.inference.ChiSquareTest#chiSquare(long[][]) */ public static double chiSquare(final long[][] counts) throws NullArgumentException, NotPositiveException, DimensionMismatchException { return CHI_SQUARE_TEST.chiSquare(counts); }
/** * @see org.apache.commons.math3.stat.inference.OneWayAnova#anovaPValue(Collection) * * @since 1.2 */ public static double oneWayAnovaPValue(final Collection<double[]> categoryData) throws NullArgumentException, DimensionMismatchException, ConvergenceException, MaxCountExceededException { return ONE_WAY_ANANOVA.anovaPValue(categoryData); }
/** * @see org.apache.commons.math3.stat.inference.KolmogorovSmirnovTest#kolmogorovSmirnovStatistic(RealDistribution, double[]) * @since 3.3 */ public static double kolmogorovSmirnovStatistic(RealDistribution dist, double[] data) throws InsufficientDataException, NullArgumentException { return KS_TEST.kolmogorovSmirnovStatistic(dist, data); }
/** * @see org.apache.commons.math3.stat.inference.GTest#gTest( double[], long[] ) * @since 3.1 */ public static double gTest(final double[] expected, final long[] observed) throws NotPositiveException, NotStrictlyPositiveException, DimensionMismatchException, MaxCountExceededException { return G_TEST.gTest(expected, observed); }
/** * @see org.apache.commons.math3.stat.inference.TTest#homoscedasticTTest(double[], double[]) */ public static double homoscedasticTTest(final double[] sample1, final double[] sample2) throws NullArgumentException, NumberIsTooSmallException, MaxCountExceededException { return T_TEST.homoscedasticTTest(sample1, sample2); }
/** * @see org.apache.commons.math3.stat.inference.ChiSquareTest#chiSquareTest(long[][]) */ public static double chiSquareTest(final long[][] counts) throws NullArgumentException, DimensionMismatchException, NotPositiveException, MaxCountExceededException { return CHI_SQUARE_TEST.chiSquareTest(counts); }
/** * @see org.apache.commons.math3.stat.inference.TTest#homoscedasticT(org.apache.commons.math3.stat.descriptive.StatisticalSummary, org.apache.commons.math3.stat.descriptive.StatisticalSummary) */ public static double homoscedasticT(final StatisticalSummary sampleStats1, final StatisticalSummary sampleStats2) throws NullArgumentException, NumberIsTooSmallException { return T_TEST.homoscedasticT(sampleStats1, sampleStats2); }
/** * @see org.apache.commons.math3.stat.inference.GTest#gTestIntrinsic(double[], long[] ) * @since 3.1 */ public static double gTestIntrinsic(final double[] expected, final long[] observed) throws NotPositiveException, NotStrictlyPositiveException, DimensionMismatchException, MaxCountExceededException { return G_TEST.gTestIntrinsic(expected, observed); }
/** * @see org.apache.commons.math3.stat.inference.KolmogorovSmirnovTest#monteCarloP(double, int, int, boolean, int) * @since 3.3 */ public static double monteCarloP(double d, int n, int m, boolean strict, int iterations) { return KS_TEST.monteCarloP(d, n, m, strict, iterations); }
/** * @see org.apache.commons.math3.stat.inference.KolmogorovSmirnovTest#exactP(double, int, int, boolean) * @since 3.3 */ public static double exactP(double d, int m, int n, boolean strict) { return KS_TEST.exactP(d, n, m, strict); }
/** * @see org.apache.commons.math3.stat.inference.TTest#tTest(double, org.apache.commons.math3.stat.descriptive.StatisticalSummary) */ public static double tTest(final double mu, final StatisticalSummary sampleStats) throws NullArgumentException, NumberIsTooSmallException, MaxCountExceededException { return T_TEST.tTest(mu, sampleStats); }
/** * @see org.apache.commons.math3.stat.inference.KolmogorovSmirnovTest#kolmogorovSmirnovTest(RealDistribution, double[], boolean) * @since 3.3 */ public static double kolmogorovSmirnovTest(RealDistribution dist, double[] data, boolean strict) throws InsufficientDataException, NullArgumentException { return KS_TEST.kolmogorovSmirnovTest(dist, data, strict); }
/** * @see org.apache.commons.math3.stat.inference.TTest#t(double[], double[]) */ public static double t(final double[] sample1, final double[] sample2) throws NullArgumentException, NumberIsTooSmallException { return T_TEST.t(sample1, sample2); }
/** * @see org.apache.commons.math3.stat.inference.GTest#gTest( double[],long[],double) * @since 3.1 */ public static boolean gTest(final double[] expected, final long[] observed, final double alpha) throws NotPositiveException, NotStrictlyPositiveException, DimensionMismatchException, OutOfRangeException, MaxCountExceededException { return G_TEST.gTest(expected, observed, alpha); }
/** * @see org.apache.commons.math3.stat.inference.TTest#tTest(org.apache.commons.math3.stat.descriptive.StatisticalSummary, org.apache.commons.math3.stat.descriptive.StatisticalSummary, double) */ public static boolean tTest(final StatisticalSummary sampleStats1, final StatisticalSummary sampleStats2, final double alpha) throws NullArgumentException, NumberIsTooSmallException, OutOfRangeException, MaxCountExceededException { return T_TEST.tTest(sampleStats1, sampleStats2, alpha); }