Search results
Results From The WOW.Com Content Network
Note that winsorizing is not equivalent to simply excluding data, which is a simpler procedure, called trimming or truncation, but is a method of censoring data.. In a trimmed estimator, the extreme values are discarded; in a winsorized estimator, the extreme values are instead replaced by certain percentiles (the trimmed minimum and maximum).
The interval boundaries can be computed with numerical functions qbeta [14] in R and scipy.stats.beta.ppf [15] in Python. from scipy.stats import beta import numpy as np k = 20 n = 400 alpha = 0.05 p_u , p_o = beta . ppf ([ alpha / 2 , 1 - alpha / 2 ], [ k , k + 1 ], [ n - k + 1 , n - k ]) if np . isnan ( p_o ): p_o = 1 if np . isnan ( p_u ): p ...
SciPy (pronounced / ˈ s aɪ p aɪ / "sigh pie" [2]) is a free and open-source Python library used for scientific computing and technical computing. [3]SciPy contains modules for optimization, linear algebra, integration, interpolation, special functions, FFT, signal and image processing, ODE solvers and other tasks common in science and engineering.
An application for Peirce's criterion is removing poor data points from observation pairs in order to perform a regression between the two observations (e.g., a linear regression).
In probability theory, the multinomial distribution is a generalization of the binomial distribution.For example, it models the probability of counts for each side of a k-sided die rolled n times.
ArviZ (/ ˈ ɑː r v ɪ z / AR-vees) is a Python package for exploratory analysis of Bayesian models. [2] [3] [4] [5] It is specifically designed to work with the ...
Product One-way Two-way MANOVA GLM Mixed model Post-hoc Latin squares; ADaMSoft: Yes Yes No No No No No Alteryx: Yes Yes Yes Yes Yes Analyse-it: Yes Yes No
from matplotlib.pyplot import * from numpy import linspace from scipy.stats import beta x = linspace (0, 1, 75) fig = figure ax = fig. add_subplot ...