“…Handbook of Statistics…”

Tabla de Contenidos: “…What is statistical mechanics? -- Random walks with emergent properties. -- Temperature and equilibrium. -- Phase-space dynamics and ergodicity. -- Entropy. -- Free energies. -- Quantum statistical mechanics. -- Calculation and computation. -- Order parameters, broken symmetry, and topology. -- Correlations, response, and dissipation. -- Abrupt phase transitions. -- Continuous phase transitions. -- Appendix: Fourier methods…”

Tabla de Contenidos: “…Displaying the order in a group of numbers using tables and graphs -- Central tendency and variability -- Some key ingredients and inferential statistics : Z scores, the normal curve, sample versus population, and probability -- Introduction to hypothesis testing -- Hypothesis tests with means of samples -- Making sense of statistical significance : decision errors, effect size, and statistical power -- Introduction to t tests : single sample and dependent means -- The t test for independent means -- Introduction to the analysis of variance -- Factorial analysis of variance -- Correlation -- Prediction -- Chi-square tests -- Strategies when population distributions are not normal : data transformations and rank-order tests -- The general linear model and making sense of advanced statistical procedures in research articles…”