Simple Regression Model Books
Modern elementary statistics ,12th edition
Author: John Freund, Benjamin Perles
School: University of Ibadan
Department: Science and Technology
Course Code: STA121
Topics: statistics, summarizing data, listing, grouping, Numerical data, Stem-and-Leaf Displays, frequency distribution, graphical presentations, Summarizing Two-Variable Data, population, sample, mean, weighted mean, median, mode, grouped data, measures of variation, range, standard deviation, variance, posibility, probability, counting, permutation, combination, sample spaces, events, odds, conditional probability, multiplication rules, Bayes theorem, Mathematical Expectation, expectation, decision, decision making, Statistical Decision Problems, Random Variable, probability distributions, binomial distributions, hypergeometric distributions, Poisson distribution, Multinomial distribution, Mean of a Probability Distribution, Standard Deviation of a Probability Distribution, normal distribution, Continuous Distributions, sampling, random sampling, sample designs, systematic sampling, stratified sampling, cluster sampling, sampling distribuions, central limit theorem, estimation, Tests of Hypotheses, Significance Tests, One-Way Analysis of Variance, analysis of variance, Multiple Comparisons, Two-Way Analysis of Variance, Design of Experiments, Design of Experiments, regression, Curve Fitting, Regression Analysis, Multiple Regression, Nonlinear Regression, Coefficient of Correlation, correlation, Correlation Analysis, Multiple Correlation, Partial Correlation, Nonparametric tests, sign test, signed-rank test, U test, H test, Tests of Randomness, Rank Correlation
Author: Kadiri Kayode
School: National Open University of Nigeria
Department: Administration, Social and Management science
Course Code: FMS202
Topics: Business Statistics, Measurement of Variables, Statistics, Measurement of Dispersion, Skewness, Kurtosis, Decision Analysis, Administration, Index Number, sampling theories, statistical data, sample, sampling theory, Estimation Theory, Correlation Theory, Goodness of Fit, correlation, Pearson’s Correlation Co-efficient, Spearman’s Regression Analysis, Ordinary Lease Square Estimation, Regression, Multiple Regression Analysis, Regression Analysis, Hypothesis test, T-test, F- Tests, Chi-Square Distribution, ANOVA, Forecasting, Time Series Analysis, Statistical test
Author: Richard Johnson, Gouri Bhattacharya
School: Edo University
Department: Science and Technology
Course Code: MTH122
Topics: Statistics, measures of variation, bivariate data, probability, Bayes theorem, Probability distributions, random variables, binomial distribution, normal distribution, inference, regression analysis, simple linear regression analysis, Multiple Linear Regression, analysis of variance, ANOVA, nonparametric inference
Research methodology methods and techniques, 2nd revised edition
Author: CR Kothari
School: Federal University of Technology, Owerri
Department: Engineering
Course Code: ABE401
Topics: Research methodology, research, research methods, research process, research problem, research design, sampling design, census, sample survey, measurement, scaling techniques, scaling, scaling construction techniques, data collection, observation method, case study method, measures of central tendency, measures of dispersion, measures of asymmetry, skewness, simple regression, regression analysis, multiple correlation, regression, partial correlation, sampling, sampling distributions, central limit theorem, sampling theorem, Sandler's A-test, estimation, sample size, hypothesis, hypothesis testing, Chi-square test, Yates correction, ANOVA, analysis of variance and co-variance, ANOVA technique, analysis of Co-variance, ANOCOVA, nonparametric test, distribution free test
A guide to modern econometrics, 5th edition
Author: Marno Verbeek
School: Edo University
Department: Administration, Social and Management science
Course Code: ECO313
Topics: Econometrics, linear regression, linear regression mode, hypothesis testing, Heteroskedasticity, Autocorrelation, OLS estimator, Endogenous Regressors, Instrumental Variables, instrumental variables estimator, maximum likelihood estimation, quasi-maximum likelihood, binary choice models, Tobit models, sample selection bias, univariate time series models, multivariate time series models, panel data modelling, static linear model, vector, matrix
Author: Michael Wickens
School: Modibbo Adama University of Technology
Department: Administration, Social and Management science
Course Code: CC102
Topics: Centralized Economy, Real-Business-Cycle Dynamics, Optimal Solution, Economic Growth, Modeling Economic Growth, Endogenous Growth, Decentralized Economy, Consumption, savings, Life-Cycle Theory, labour, firms, Government Budget Constraint, Public Finances, Financing Government Expenditures, Optimizing Public Finances, Fiscal Policy, Time-Consistent, Time-Inconsistent Fiscal Policy, Overlapping-Generations Model, Open Economy, traded goods, Current-Account Sustainability, Monetary Economy, Imperfectly Flexible Prices, Price Stickiness, Asset Pricing, Macroeconomics, Market Efficiency, Arbitrage, Asset Allocation, Financial Markets, Stock Market, bond market, FOREX Market, Nominal Exchange Rates, IS–LM Model, Monetary Policy, Keynesian Model of Inflation, Optimal Inflation Targeting, Optimal Monetary Policy, New Keynesian Model, Real Business Cycles, DGE Models, Economic Fluctuations, RBC Model, Mathematical Appendix, Continuous-Time Optimization, Dynamic Programming, Stochastic Dynamic Optimization, Time Consistency, Time Inconsistency, Linear Rational-Expectations Models
Author: Prasanna Chandra
School: Alex Ekwueme Federal University, Ndufu-Alike
Department: Administration, Social and Management science
Course Code: ECO316
Topics: Project evaluation, capital investments, capital budgeting, decision making, project analysis, strategy, resource allocation, portfolio strategy, business level strategies, strategic planning capital budgeting, corporate appraisal, market surveyor, demand analysis, marketing plan, technical analysis, product mix, plant capacity, financial estimates, cost of production, profitability projections, projected cash flow statement, projected balance sheet, multi-year projections, time value of money, investment criteria, Net present value, benefit cost ratio, profitability index, payback period, project cash flows, cash flow illustrations, cost of capital, cost of debt, cost of equity, weighted average cost of capital, weighted marginal cost of capital, flotation cost, project risk analysis, sensitivity analysis, scenario analysis, break-even analysis, Hiller model, simulation analysis, decision tree analysis, managing risk, portfolio theory, capital budgeting, optimal timing, inflation, social cost benefit analysis, income distribution impact, linear programming model, integer linear programming model, goal programming model, managerial intuition, managerial judgement, reverse financial engineering, group process, capital structure, equity capital preference capital, debentures, term loans, project financing structure, financial closure, financial institutions, venture capital, private equity, infrastructure projects, public-private partnership, corporate governance, project management, project planning, project control project risk, time estimation, PERT Model, CPM Model, network cost system, project review, abandonment analysis, agency problem
An introduction to econometric theory
Author: James Davidson
School: National Open University of Nigeria
Department: Administration, Social and Management science
Course Code: ECO454
Topics: Data Analysis, econometric theory, Matrix Representation, Matrix Equation, Least Squares Solution, Probability Distributions, modelling, fitting, Classical Regression Model, Gauss-Markov Theorem, testing, Eigenvalues, Eigenvectors, Gaussian Regression Model, Partitioning, Specification, Random Regressors, Asymptotics, Asymptotic Estimation Theory
Linear Programming, 4th edition
Author: Robert Vanderbei
School: Federal University of Technology, Owerri
Department: Engineering
Course Code: ENG308
Topics: simplex method, degeneracy, duality theory, primal simplex method, Lagrangian duality, sensitivity analysis, parametric analysis, implementation issues, convex analysis, game theory, regression, structural optimization, interior-point methods, central path, Lagrange multipliers, path-following method, KKT system, affine-scaling, method, integer programming, quadratic programming, convex programming, Markowitz model
Author: Sylvester Okotie, Bibobra Ikporo
School: Federal University of Petroleum Resources, Effurun
Department: Engineering
Course Code: PNG410
Topics: Reservoir Engineering, reservoir, reservoir geometry, phase envelope, unsteady flow, productivity index, relative permeability behavior, oil formation volume factor, hydrocarbon reserves, volumetric reserves estimation, contour, condensate reservoir calculation, water influx, aquifer influs, aquifer models, pot aquifer model, Schilthuis model, Hurst modified steady-state model, Van Everdingen moder, Carter-Tracy model, Fetkovich Aquifer model, material balance, reservoir drive mechanisms, gas cap expansion drive, rock compressibility, connate water expansion drive, gas drive reservoir, water drive reservoir, decline curve analysis, pressure regimes, fluid contacts, inflow performance relationship, history matching, pressure match, reservoir performance prediction
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