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portada Modeling Techniques
Type
Physical Book
Author
Publisher
Language
English
Pages
132
Format
Paperback
Dimensions
22.9 x 15.2 x 0.8 cm
Weight
0.20 kg.
ISBN13
9786207485192
Categories

Modeling Techniques

Sima Das (Author) · Samik Acharya (Author) · Shantanu SenGupta (Author) · LAP Lambert Academic Publishing · Paperback

Modeling Techniques - Das, Sima ; Acharya, Samik ; SenGupta, Shantanu

New Book Imported to New Zealand
Delivery: 21 Jul - 28 Jul Shipping: 13 to 14 business days.
NZ$ 155.15
Import costs and 15% GST included in the price ✅
NZ$ 155.15

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Synopsis "Modeling Techniques"

This book provides a comprehensive overview of essential statistical concepts and techniques critical for data analysis, modeling, and decision-making across various domains. It covers a range of statistical tools, including non-parametric tests such as goodness of fit, independence tests, and comparison tests like Wilcoxon and Mann-Whitney, which are instrumental in analyzing data when parametric assumptions are not met. Linear modeling concepts, such as linear estimation theory, Gauss-Markov models, estimable functions, error variance estimation, and properties of least square estimators, are discussed in detail, highlighting their significance in modeling relationships between variables and estimating parameters accurately. Stochastic models, encompassing one-way and two-way classifications, fixed, random, and mixed effects models, are explored for their ability to capture randomness and variability in data, particularly in experimental designs and categorical data analysis. Additionally, the abstract delves into analysis of variance (ANOVA), Design of Experiment (DOE), and multivariate analysis techniques, providing insights into analyzing group differences.

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