Index

A

adjusted Akaike Information Criterion (AIC)

ANOVA-two-way

B

Bayesian Information Criterion (BIC) Bayesian statistics bias

blinding Bonferroni correction bootstraping

C

categorical data central limit theorem clinical investigation plan coefficient of determination condition number confidence intervales

contingency correlation correlation coefficient crossover studies cumulative distribution function (CDF) cumulative frequencies

D

datatypes - numerical datatypes-boolean datatypes-categorical datatypes-nominal datatypes-ordinal design matrix, [1] distribution-chi2 distribution-exponential distribution-F distribution-Gaussian

distribution-lognormal distribution-normal distribution-T distribution-uniform distribution-Weibull distributions-binomial distributions-continuous distributions-discrete distributions-Poisson

E

error-Type 1

error-Type 2

F

frequency tables

H

Holms correction

hypothesis tests

I

IPython

K

Kaplan-Meier survival curve

kurtosis

M

Matplotlib maximum likelihood estimation mean mean-geometric median

minimization mode value modeling-statistical multiple comparisons

N

normality Check

normality tests

O

one sample one-way, [1]

outliers

P

paired pandas percentile point function percentiles plots-boxplot plots-histogram plots-KDE-plot

plots-scatterplot plots-violinplot probability density function (PDF) pylab pyplot Python

Q

QQ-plot

quartiles

R

R2-value randomization randomization-block randomization-simple randomization-stratified range

rank correlation regression regression-linear regression-multilinear ROC curves

S

sample selection sample size, [1] scikit-learn seaborn sensitivity skewness specificity standard deviation standard error statistic statsmodels

studies-case-control studies-cohort studies-cross-sectional studies-experimental studies-longitudinal studies-observational studies-prospective studies-retrospective study design survival function survival times

T

tests-ANOVA tests-binomial tests-chi-square, [1] tests-Cochran's Q test tests-Durbin-Watson tests-F tests-Fisher's Exact Test tests-Jarque-Bera

tests-Kruskal-Wallis tests-Mann-Whitney tests-McNemar tests-omnibus tests-T-test, [1], [2] tests-Tukey's tests-Wilcoxon signed rank sum

U

unpaired

V

variance