Topics: Elements of econometrics, Simple regression analysis, econometrics, regression analysis, regression coefficients, hypothesis testing, Multiple regression analysis, Transformations of variables, Dummy variables, regression variables, Heteroscedasticity, Stochastic regressors, measurement errors, Simultaneous equations estimation, Binary choice, limited dependent variable models, maximum likelihood estimation, time series data, nonstationary time series, panel data, Regression analysis, linear algebra primer

Topics: statistics, single-variable data, bivariate data, probability, probability distributions, discrete variables, normal probability distributions, sample variability, statistical inference, Chi-square, analysis of variance, linear correlation, regression analysis, nonparametric statistics, data collection, measurability, variability, measure of central tendency, linear correlation, linear regression, random variables, Binomial probability distribution, normal probability distributions, notation, sampling distributions, inferential statistics, Chi-square statistic, ANOVA, linear correlation analysis, linear regression analysis

Topics: Descriptive statistics, Scientific Method, Statistical Thinking, collecting data

Topics: Logic, informal logic, informal fallacies, formal logic, Categorical Propositions, Categorical Syllogisms, Propositional Logic, Predicate Logic, inductive login, analogy, legal reasoning, moral reasoning, probability, statistical reasoning, Hypothetical Reasoning, Scientific Reasoning, Science, Superstition, arguments, deduction, induction, validity, truth, soundness, extended arguments, Enthymemes, sorites, truth functions, truth tables, indirect truth tables, conditional proof, indirect proof, Quantifier Negation Rule, proving invalidity, analogical reasoning, Probability Calculus

Topics: Semiconductor, Semiconductor Materials, atomic bonding, quantum mechanics, Statistical Mechanics, Schrodinger’s Wave Equation, Quantum Theory of Solids, energy bands, Electrical Conduction, Drift Current, electron effective mass, Dopant Atoms, Energy Levels, Extrinsic Semiconductor, Charge Neutrality, Carrier Transport Phenomena, Graded Impurity Distribution, Nonequilibrium Excess Carriers, ambipolar transport, Quasi-Fermi Energy Levels, surface effects, Metal–Semiconductor, Semiconductor Heterojunctions, tunnel diode, Schottky Barrier Diode, Metal–Semiconductor Ohmic Contacts, PN Junction Diode, Metal–Oxide–Semiconductor Field-Effect Transistor, Bipolar Transistor, Base Width Modulation, Ebers–Moll Model, Gummel–Poon Model, Large-Signal Switching, optical devices, solar cells, photodetectors, Junction Field-Effect Transistor, Photoluminescence, Electroluminescence, Luminescent Efficiency, Light Emitting Diodes, Laser Diodes, Quantum Efficiency, Power Bipolar Transistors, Gunn diode, Impatt diode, power MOSFETs, thyristor

Topics: Parameters, Statistics, Statistical data analysis, Variables, organization of the data, tables, graphs, Sample Distributions, Population Distributions

Topics: statistical data, data collection, data representation, table, graph, chart, mean, mode, median, measures of dispersion, grouped data, ungrouped data, regression analysis, correlation analysis, analysis of variance

Topics: Physical Chemistry, atomic spectra, chemical bonding, molecular quantum mechanics, molecular spectroscopy, gaseous state, liquid state, liquid crystals, mesomorphic state, first law of thermodynamics, second law of thermodynamics, third law of thermodynamics, thermochemistry, chemical equilibria, phase equilibria, Nernst distribution law, Ionic equilibria, elctrolytic conductance, electrolytic transferance, classical statistical mechanics, chemical kinetics, photochemistry, catalysts, solid state, collodial state, surface chemistry, mass spectrometry, macromolecules, irreversible thermodynamics

Topics: Scope of Statistics, statistical data, data types, scale of measurements, data collection, survey sampling techniques, Data presentation, Bar Charts, Histogram, polygons, graphs, Errors, approximation, Frequency, relative frequency, cumulative frequency distributions, Measure of location, Measure of dispersion, Skewness, Kurtosis, Rates, Ratios, index numbers, weight quantity, Rates, Ratio, index numbers

Topics: Press Tool Design, Scilab code, cost estimating, economics of tooling, limits, tolerance, fits, surface finish, metal forming processes, metal cutting, cutting tools, gear manufacture, thread manufacturing, statistical quality control, Kinematics of machine tools, Production planning, production control, plant layout