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Including statistics

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  • Part 2 book "Precalculus - Graphical, numerical, algebraic" includes content: Analytic geometry in two and three dimensions; discrete mathematics; an introduction to calculus - limits, derivatives and integrals.

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  • Part 2 of ebook "Engineering design, planning, and management" provides readers with contents including: Chapter 9 - Universal design topics; Chapter 10 - Reliability and system design; Chapter 11 - Manufacturing design; Chapter 12 - Mechanical design;...

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  • This study involved 228 teachers assigned to public elementary schools in the Division of Zambales, Subic District, Philippines, during the SY 2020 - 2021 and focused on the profile, experiences in the work-from-home setting as encountered by teachers, their coping mechanisms, as well as their work performance.

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  • Part 1 of ebook "An introduction to statistical learning with applications in R" provides readers with contents including: Chapter 1 - Introduction; Chapter 2 - Statistical learning; Chapter 3 - Linear regression; Chapter 4 - Classification; Chapter 5 - Resampling methods;...

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  • Part 2 of ebook "An introduction to statistical learning with applications in R" provides readers with contents including: Chapter 6 - Linear model selection and regularization; Chapter 7 - Moving beyond linearity; Chapter 8 - Tree-based methods; Chapter 9 - Support vector machines; Chapter 10 - Unsupervised learning;...

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  • Part 1 of ebook "Clinical data analysis on a pocket calculator: Understanding the scientific methods of statistical reasoning and hypothesis testing (Second edition)" provides readers with contents including: Chapter 1 - Data spread, standard deviations; Chapter 2 - Data summaries, histograms, wide and narrow gaussian curves; Chapter 3 - Null-hypothesis testing with graphs; Chapter 4 - Null-hypothesis testing with the T-table; Chapter 5 - One-sample continuous data (One-sample T-test, One-sample Wilcoxon test); Chapter 6 - Paired continuous data (Paired T-test, Wilcoxon signed rank test); C...

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  • Part 2 of ebook "Clinical data analysis on a pocket calculator: Understanding the scientific methods of statistical reasoning and hypothesis testing (Second edition)" provides readers with contents including: Chapter 27 - Robust tests for imperfect data; Chapter 28 - Non-linear modeling on a pocket calculator; Chapter 29 - Fuzzy modeling for imprecise and incomplete data; Chapter 30 - Bhattacharya modeling for unmasking hidden Gaussian curves; Chapter 31 - Item response modeling instead of classical linear analysis of questionnaires; Chapter 32 - Meta-analysis of continuous data; Chapter 33...

    pdf168p daonhiennhien 03-07-2024 1 1   Download

  • Part 1 of ebook "Digital image processing: An algorithmic introduction using Java (Second edition)" provides readers with contents including: Chapter 1 - Digital images; Chapter 2 - ImageJ; Chapter 3 - Histograms and image statistics; Chapter 4 - Point operations; Chapter 5 - Filters; Chapter 6 - Edges and contours; Chapter 7 - Corner detection; Chapter 8 - Finding simple curves, the hough transform; Chapter 9 - Morphological filters;...

    pdf406p daonhiennhien 03-07-2024 1 1   Download

  • Part 2 of ebook "Guide to discrete mathematics: An accessible introduction to the history, theory, logic and applications" provides readers with contents including: Chapter 10 - Cryptography; Chapter 11 - Coding theory; Chapter 12 - Language theory and semantics; Chapter 13 - Computability and decidability; Chapter 14 - A short history of logic; Chapter 15 - Propositional and predicate logic; Chapter 16 - Advanced topics in logic; Chapter 17 - Software engineering mathematics; Chapter 18 - Formal methods; Chapter 19 - Z formal specification language; Chapter 20 - Probability, statistics and...

    pdf208p daonhiennhien 03-07-2024 3 1   Download

  • Part 1 of ebook "Introduction to statistics and data analysis: With exercises, solutions and applications in R" provides readers with contents including: Chapter 1 - Introduction and framework; Chapter 2 - Frequency measures and graphical representation of data; Chapter 3 - Measures of central tendency and dispersion; Chapter 4 - Association of two variables; Chapter 5 - Combinatorics; Chapter 6 - Elements of probability theory; Chapter 7 - Random variables; Chapter 8 - Probability distributions;...

    pdf185p daonhiennhien 03-07-2024 3 1   Download

  • Part 2 of ebook "Introduction to statistics and data analysis: With exercises, solutions and applications in R" provides readers with contents including: Chapter 9 - Inference; Chapter 10 - Hypothesis testing; Chapter 11 - Linear regression; Appendix A - Introduction to R; Appendix B - Solutions to exercises; Appendix C - Technical appendix; Appendix D - Visual summaries;...

    pdf272p daonhiennhien 03-07-2024 2 1   Download

  • Part 2 of ebook "Introduction to time series and forecasting (Third edition)" provides readers with contents including: Chapter 7 - Time series models for financial data; Chapter 8 - Multivariate time series; Chapter 9 - State-space models; Chapter 10 - Forecasting techniques; Chapter 11 - Further topics; Appendix A - Random variables and probability distributions; Appendix B - Statistical complements; Appendix C - Mean square convergence;...

    pdf224p daonhiennhien 03-07-2024 1 1   Download

  • Part 1 of ebook "Statistical analysis and data display: An intermediate course with examples in R (Second edition)" provides readers with contents including: Chapter 1 - Introduction and motivation; Chapter 2 - Data and statistics; Chapter 3 - Statistics concepts; Chapter 4 - Graphs; Chapter 5 - Introductory inference; Chapter 6 - One-way analysis of variance; Chapter 7 - Multiple comparisons; Chapter 8 - Linear regression by least squares; Chapter 9 - Multiple regression- more than one predictor;...

    pdf451p daonhiennhien 03-07-2024 1 1   Download

  • Part 2 of ebook "Statistical analysis and data display: An intermediate course with examples in R (Second edition)" provides readers with contents including: Chapter 13 - Design of experiments - factorial designs; Chapter 14 - Design of experiments - complex designs; Chapter 15 - Bivariate statistics - discrete data; Chapter 16 - Nonparametrics; Chapter 17 - Logistic regression; Chapter 18 - Time series analysis;...

    pdf458p daonhiennhien 03-07-2024 3 1   Download

  • Part 1 of ebook "Statistical learning from a regression perspective (Second edition)" provides readers with contents including: Chapter 1 - Statistical learning as a regression problem; Chapter 2 - Splines, smoothers, and kernels;...

    pdf149p daonhiennhien 03-07-2024 2 1   Download

  • Part 2 of ebook "Statistical learning from a regression perspective (Second edition)" provides readers with contents including: Chapter 3 - Classification and regression trees (CART); Chapter 4 - Bagging; Chapter 5 - Random forests; Chapter 6 - Boosting; Chapter 7 - Support vector machines; Chapter 8 - Some other procedures briefly; Chapter 9 - Broader implications and a bit of craft lore; Chapter 10 - Erratum to statistical learning from a regression perspective;...

    pdf217p daonhiennhien 03-07-2024 1 1   Download

  • Part 1 of ebook "Statistics and analysis of scientific data (Second edition)" provides readers with contents including: Chapter 1 - Theory of probability; Chapter 2 - Random variables and their distributions; Chapter 3 - Three fundamental distributions - binomial, Gaussian, and poisson; Chapter 4 - Functions of random variables and error propagation; Chapter 5 - Maximum likelihood and other methods to estimate variables; Chapter 6 - Mean, median, and average values of variables; Chapter 7 - Hypothesis testing and statistics;...

    pdf158p daonhiennhien 03-07-2024 4 1   Download

  • Part 2 of ebook "Statistics and analysis of scientific data (Second edition)" provides readers with contents including: Chapter 8 - Maximum likelihood methods for two-variable datasets; Chapter 9 - Multi-variable regression; Chapter 10 - Goodness of fit and parameter uncertainty; Chapter 11 - Systematic errors and intrinsic scatter; Chapter 12 - Fitting two-variable datasets with bivariate errors; Chapter 13 - Model comparison; Chapter 14 - Monte Carlo methods; Chapter 15 - Introduction to Markov Chains; Chapter 16 - Monte Carlo Markov Chains;...

    pdf165p daonhiennhien 03-07-2024 1 1   Download

  • Part 1 of ebook "The elements of statistical learning: Data mining, inference, and prediction (Second edition)" provides readers with contents including: Chapter 1 - Introduction; Chapter 2 - Overview of supervised learning; Chapter 3 - Linear methods for regression; Chapter 4 - Linear methods for classification; Chapter 5 - Basis expansions and regularization; Chapter 6 - Kernel smoothing methods; Chapter 7 - Model assessment and selection; Chapter 8 - Model inference and averaging; Chapter 9 - Additive models, trees, and related methods;...

    pdf355p daonhiennhien 03-07-2024 2 1   Download

  • Part 2 of ebook "The elements of statistical learning: Data mining, inference, and prediction (Second edition)" provides readers with contents including: Chapter 10 - Boosting and additive trees; Chapter 11 - Neural networks; Chapter 12 - Support vector machines and flexible discriminants; Chapter 13 - Prototype methods and nearest-neighbors; Chapter 14 - Unsupervised learning; Chapter 15 - Random forests; Chapter 16 - Ensemble learning; Chapter 17 - Undirected graphical models; Chapter 18 - High-dimensional problems p ≫ N;...

    pdf409p daonhiennhien 03-07-2024 4 1   Download

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