Package com.github.jessemull.microflexinteger.stat

Class Summary

Class	Description
Bins	This class splits up integer plate stacks, plates, wells and well sets into bins based on the input thresholds.
CentralMoment	This class calculates the pth central moment for integer plate stacks, plates, wells and well sets.
Chunks	This splits up integer plate stacks, plates, wells and well sets into sublists of size p.
CoefficientOfVariation	This class calculates the coefficient of variation of integer plate stacks, plates, wells and well sets as the square root of the unbiased sample variance.
ContraharmonicMean	This class calculates the contra-harmonic mean of integer plate stacks, plates, wells and well sets.
CumulativeProduct	This class calculates the cumulative product of integer plate stacks, plates, wells and well sets.
CumulativeSum	This class calculates the cumulative sum of integer plate stacks, plates, wells and well sets.
DescriptiveStatistic	This class performs statistical operations for integer plate stacks, plates, wells and well sets.
DescriptiveStatisticList	This class performs statistical operations for integer plate stacks, plates, wells and well sets with calculate methods returning a list of results.
DescriptiveStatisticListWeights	This class performs weighted statistical operations for integer plate stacks, plates, wells and well sets with calculate methods that return a list of results.
DescriptiveStatisticWeights	This class performs weighted statistical operations for integer plate stacks, plates, wells and well sets.
Differences	This class calculates the successive differences of integer plate stacks, plates, wells and well sets.
EqualBins	This splits up integer plate stacks, plates, wells and well sets into sublists into bins spaced evenly between the maximum and minimum values.
GeometricMean	This class calculates the geometric mean of integer plate stacks, plates, wells and well sets as the nth root of the product of n numbers.
HarmonicMean	This class calculates the harmonic mean of integer plate stacks, plates, wells and well sets.
InterquartileRange	This class calculates the inter-quartile range of integer plate stacks, plates, wells and well sets.
Kurtosis	This class calculates the kurtosis of integer plate stacks, plates, wells and well sets using the following unbiased formula: [n * (n + 1) / (n - 1) * (n - 2) * (n - 3)] * SUMOF(Fourth Moment / (Standard Deviation)^2) where n is the number of values Statistical operations can be performed on stacks, plates, sets and wells using standard or aggregated functions.
Max	This class returns the maximum value in a data set for integer plate stacks, plates, wells and well sets.
Mean	This class calculates the mean of integer plate stacks, plates, wells and well sets.
MeanDeviation	This class returns the maximum value in a data set for integer plate stacks, plates, wells and well sets.
Median	This class calculates the median of integer plate stacks, plates, wells and well sets.
MedianDeviation	This class calculates the median deviation of integer plate stacks, plates, wells and well sets.
Min	This class returns the minimum value in a data set for integer plate stacks, plates, wells and well sets.
Mode	This class returns the mode in a data set for integer plate stacks, plates, wells and well sets.
N	This class returns the number of data points in integer plate stacks, plates, wells and well sets.
Percentile	This class calculates percentiles for integer plate stacks, plates, wells and well sets using the following steps: Calculate R as P/100 x (N + 1) where N is the number of values and P is the desired percentile Define IR as the integer portion of R Define FR as the fractional portion of R Find the scores with Rank IR and with Rank IR + 1 Interpolate using the formula (Score IR+1 - Score IR) * FR + Score IR and return the result Statistical operations can be performed on stacks, plates, sets and wells using standard or aggregated functions.
PopulationStandardDeviation	This class calculates the population standard deviation of integer plate stacks, plates, wells and well sets as the square root of the unbiased sample variance.
PopulationVariance	This class calculates the population variance of integer plate stacks, plates, wells and well sets as the sum of the second moment divided by the number of values.
PowerDeviation	This class calculates the pth power deviation for integer plate stacks, plates, wells and well sets.
Product	This class calculates the product of integer plate stacks, plates, wells and well sets.
Quantile	This class calculates quantiles for integer plate stacks, plates, wells and well sets using the following steps: Calculate R as Q x (N + 1) where N is the number of values and Q is the desired quantile Define IR as the integer portion of R Define FR as the fractional portion of R Find the scores with Rank IR and with Rank IR + 1 Interpolate using the formula (Score IR+1 - Score IR) * FR + Score IR and return the result Statistical operations can be performed on stacks, plates, sets and wells using standard or aggregated functions.
QuantileStatistic	This class calculates descriptive statistics with list and integer inputs to the calculate functions.
QuantileStatisticIntegers	This class calculates descriptive statistics with list and double inputs to the calculate functions.
QuantileStatisticList	This class calculates descriptive statistics with calculate functions that take list and integer inputs and return a list of lists.
QuantileStatisticListsIntegers	This class calculates descriptive statistics with calculate functions that take two lists as input and return a list of lists.
QuartileDeviation	This class calculates the quartile deviation of integer plate stacks, plates, wells and well sets.
Quartiles	This class returns the quartiles for integer plate stacks, plates, wells and well sets.
QuartileSkewness	This class calculates the quartile skewness of integer plate stacks, plates, wells and well sets.
RandomSample	This class returns a random subset of the data values for integer plate stacks, plates, wells and well sets.
Range	This class returns the range for integer plate stacks, plates, wells and well sets.
SampleStandardDeviation	This class calculates the sample standard deviation of integer plate stacks, plates, wells and well sets as the square root of the unbiased sample variance.
SampleVariance	This class calculates the sample variance of integer plate stacks, plates, wells and well sets as the sum of the second moment divided by the number of values less one.
Shuffle	This class shuffles the data values for integer plate stacks, plates, wells and well sets.
Skewness	This class calculates the skewness of integer plate stacks, plates, wells and well sets using the following unbiased formula: [n / (n - 1) * (n - 2)] * SUMOF(Third Moment / (Standard Deviation)^3) where n is the number of values Statistical operations can be performed on stacks, plates, sets and wells using standard or aggregated functions.
StandardError	This class calculates the standard error of integer plate stacks, plates, wells and well sets as the square root of the unbiased sample variance.
Sum	This class calculates the sum of integer plate stacks, plates, wells and well sets.
SumOfSquares	This class calculates the sum of squares for integer plate stacks, plates, wells and well sets.