Statistical Mechanics Books
Author: Michael de Smith
School: University of Ibadan
Department: Science and Technology
Course Code: STA231, STA322, STA351, STA415
Topics: Statistical Analysis, statistical data, statistical method, sampling, sample size, data preparation, data cleaning, missing data, data errors, statistical error, probability theory, odds, risk, frequentist probability theory, Bayesian probability theory, probability distribution, statistical modelling, computational statistics, inference, bias, confounding, hypothesis testing, statistical significance, confidence intervals, Non-parametric analysis, descriptive statistics, measures of central tendency, statistical indices, key functions, matrix, data transformation, data standardization, Box-cox, power transforms, Freeman-turkey transform, log transform, exponential transforms, logit transform, Normal transform, Z-transform, data exploration, graphic, visualization, exploratory data analysis, randomness, randomization, random numbers, random permutations, correlation, autocorrelation, probability distributions, eestimations, estimators, Maximum likelihood estimation, Bayesian estimation, z-test, T-test, variance test, contigency tables, randomized block designs, factorial designs, Analysis of variance, Analysis of covariance, ANOVA, MANOVA, ANCOVA, regression, smoothing, time series analysis
Statistical Methods in Medical Research
Author: Charan Singh Rayat
School: University of Ilorin
Department: Science and Technology
Course Code: STA201
Topics: Theories of Probability, priori probability, Axiomatic theory of probability, Collecting Statistical Data, Tabulated Presentation of Data, Diagrammatic Presentation of Data, Graphic Presentation of Data, Central Tendency, Dispersion, Dispersion, Correlation, Chi-Square Test, Normal Curve, Sampling Distribution, Normal Distribution, Statistical Decision, Variance-Ratio Test, Analysis of Variance, ANOVA, Nonparametric Statistical Tests, Statistical Quality Control in Clinical Laboratories, Quality Control Measures, Applications of Microsoft Excel in Statistical Methods
Petroleum Related Rock Mechanics, 2nd edition
Author: Fjaer, RM Holt, Horsrud, AA Raaen, Risnes
School: Federal University of Technology, Owerri
Department: Engineering
Course Code: PET415
Topics: elasticity, stress, strain, elastic moduli, strain energy, thermoelasticity, poroelasticity, anisotropy, nonlinear elasticity, failure mechanics, tensile failure, shear failure, compaction failure, underground stress, pore pressure, sedimentary rocks, borehole failure criteria, rock mechanics, rock acoustics, reflections refractions, borehole acoustics, seismic, rock models, grain pack models, fractured rocks, unstable boreholes, time-delayed borehole failure, hydraulic fracturing, reservoir geomechanics, compaction, subsidence, well problems
Douglas Montgomery’s Introduction to Statistical Quality Control
Author: Brenda Ramírez, José Ramírez
School: Modibbo Adama University of Technology
Department: Administration, Social and Management science
Course Code: MM312, MM405
Topics: Statistical Process Control, Measurement System Analysis, Process Health Assessment, Variables Control Chart, JMP Variables Control Chart Platforms, Attributes Control Chart, Process System Capability Analysis, Measurement System Capability Analysis, Process Centering, Gauge Capability, Process Health Assessment.Cumulative Sum, Exponentially Weighted Moving Average Control Charts, Univariate Statistical Process Monitoring, Control Techniques, Residuals Control Chart, Moving Centerline Centerline Forecast Control Chart, Multivariate Process Monitoring, Multivariate Process Control
Principles of Statistical Quality Control
Author: Arinola Joshua Ayofe
School: University of Ibadan
Department: Science and Technology
Course Code: STA341
Topics: Statistical Quality Control, Total Quality Management, Statistical Process Control, Control Chart, Variable Control Chart, Cumulative Sum Control Chart, Cusum Chart, Acceptance Sampling, Single Sampling Plan, Rectifying Inspection, Double Sampling Plan, multiple sampling, Sampling inspection
Author: Yinka Ajiboye, OG Badmus
School: Afe Babalola University, Ado Ekiti
Department: Science and Technology
Course Code: PHY101
Topics: mechanics, measurement, space, time, units, dimension, kinematics, laws of mechanics, statics, dynamics, work, energy, conservation laws
Author: David Fadare, OC Okoye
School: Federal University, Oye-Ekiti
Department: Engineering
Course Code: MEE203
Topics: Applied mechanics, Statics, Engineering Mechanics, statics, dynamics, force, system of forces, contact forces, Surface Forces, Pulley System, Spring System, Free-Body Diagram
Author: Konstantin Zuev
School: Federal University of Technology, Owerri
Department: Science and Technology
Course Code: STA221
Topics: Statistical Inference, summarizing data, simple random sampling, population variance, normal approximation, confidence intervals, inference, Maximum Likelihood, Hypothesis Testing, Wald test, t-test, Permutation Test, Likelihood Ratio Test, Testing Mendel’s Theory, Multiple Testing, Regression Function, Regression Model, Scatter Plots, Simple Linear Regression Model, Ordinary Least Squares, Interval Estimation, Prediction, Graphic Residual Analysis
Author: STA FUTO
School: Federal University of Technology, Owerri
Department: Science and Technology
Course Code: STA431
Topics: Statistical Computing, file management, data entry, Data Manipulation, sort data, Standardize data, Descriptive Statistics, Chi-square, Frequencies, Normality test, graphs icon, scatter plot, error bars, histogram, Bar Chart, Line Graph, Pie Chart, Paired-sample t-test, ANOVA, Pearson's Correlation, Spearman's Correlation, covariance, linear regression, Straight Line Fit, Curved Line Fit, Multiple Linear Regression
Author: Femi Ayoola, JF Ojo, Remi Raji-Oyelade
School: University of Ibadan
Department: Science and Technology
Course Code: STA121
Topics: Statistical Inference, sampling, statistics, Sampling Techniques, Non-Probability Sampling Techniques, Large Sample Distribution of Means, Difference of Means, Central Limit Theorem, Sampling Distribution of Means, Large Sample Distribution of Proportion, Difference of Proportions, Large Sample Interval Estimation, estimation, Hypothesis Testing, Null Hypothesis, Scatter Diagram, Simple Bivariate Regression Model, Least Square Method, Correlation Analysis, Spear’s Ranking Order Correlation, Time Series Analysis, time series
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