DICTIONARY OF STATISTICS

Lulu Press, 2017 - 122 pages - 198 keywords - 49 figures - 6" x 9" format

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A dictionary of statistics and probability that focuses on application and comprehensibility rather than completeness, hence an incomplete dictionary. This small volume contains detailed explanations, including formulae, of many interesting concepts from different areas of statistics, including

- probability
- inference
- statistical modelling
- regression analysis
- hypothesis testing

Bayes theorem | Bernoulli trial | Bessel s correction | CDF | CLT | Gauss curve | Gaussian distribution | IQR | LOOCV | PDF | Pearson s r | Poisson distribution | Student s t-distribution | Venn diagram | Z-distribution | alpha level | alternative hypothesis | anticorrelation | average | bell curve | bias-variance trade-off | bias | bimodal | binomial coefficient | binomial distribution | bivariate | category | central limit theorem | central tendency | chi-square distribution | chi-square statistic | coefficient of determination | combination | complement | conditional probability | confidence interval | confidence level | contingency table | continuous | continuous uniform distribution | correlation | correlation coefficient | covariance | critical region | cross validation | cross validation error | cumulative distribution function | data generating function | data point | data set | decision tree | degrees of freedom | dependent variable | discrete | discrete uniform distribution | dispersion | distribution parameter | error | error of the first kind | error of the second kind | estimate | estimator | event | excess kurtosis | expectation | experiment | explained variable | explained variance | explanatory variable | failure | frequency | frequency distribution | frequency table | geometric distribution | gradient | histogram | hypothesis test | iid | improbability | independence | independent and identically distributed | independent variable | inference | intercept | interquartile range | intersection | interval estimator | irreducible error | k-combination | k-permutation | kurtosis | leave one out CV | leptokurtic | level of confidence | level of significance | linear regression | location | lognormal distribution | mean | mean squared error | median | mesokurtic | mode | model | multimodal | multivariate | non-discrete | normal distribution | null hypothesis | observation | one-tailed | ordered data set | outcome | outlier | p-value | percentile | permutation | platykurtic | point estimator | population | power of a test | probability | probability density function | probability distribution | probability function | probability mass function | q-quantile | quantile | quantile function | quartile | r-squared | random sampling | random variable | range | raw score | rectangular distribution | reducible error | regressand | regression analysis | regression coefficient | regression line | regressor | replacement | residual sum of squares | reverse conditional probability | rule of three sigma | sample | sample covariance | sample point | sample space | sample variance | sampling | sampling distribution | sampling distribution of the mean | scatter diagram | scatter plot | score | sd | significance | significance level | single-tailed | skewness | slope | specimen | standard deviation | standard error | standard error of the estimate | standard error of the slope coefficient | standard normal distribution | statistic | statistics | stratified sampling | success | sum of squared error | systematic sampling | t-distribution | t-score | t-test for location | t-test for regression coefficients | tail | test error | test score | test statistic | three sigma | total sum of squares | training error | trial | two-tailed | type II error | type I error | unbiased | uniform distribution | union | variability | variance | z-score | z-test for location | z-test for regression coefficients