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Probability & Statistics - Regression Analysis

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Applied Regression Modeling 2e
by Pardoe, Iain       
(Hardcover - English - 9781118097281)
Praise for the First Edition The attention to detail is impressive. The book is very well written and the author is extremely careful with his descriptions . . . the examples are wonderful. --The American Statistician Fully revised to reflect the latest methodologies and emerging applications, Applied Regression Modeling, Second Edition continues to highlight the benefits of statistical methods, specifically regression analysis and modeling, for understanding, analyzing, and interpreting multivariate data in business, science, and social science applications. The author utilizes a bounty of real-life examples, case studies, illustrations, and graphics to ..
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HARGA DISKON 8-10 FEB 2023
Rp. 3.045.000
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Rp. 3.581.000
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Anova and Ancova: A Glm Approach
by Rutherford, Andrew       
(Hardcover - English - 9780470385555)
Provides an in-depth treatment of ANOVA and ANCOVA techniques from a linear model perspective br br ANOVA and ANCOVA: A GLM Approach provides a contemporary look at the general linear model (GLM) approach to the analysis of variance (ANOVA) of one- and two-factor psychological experiments. With its organized and comprehensive presentation, the book successfully guides readers through conventional statistical concepts and how to interpret them in GLM terms, treating the main single- and multi-factor designs as they relate to ANOVA and ANCOVA. The book begins with a brief history of the separate development of ANOVA and regression analyses, and then goes ..
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Rp. 2.831.000
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Rp. 3.329.000
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Probability and Statistics 3e
by Rohatgi       
(Hardcover - English - 9781118799642)
A well-balanced introduction to probability theory and mathematical statistics Featuring updated material, An Introduction to Probability and Statistics, Third Edition remains a solid overview to probability theory and mathematical statistics. Divided intothree parts, the Third Edition begins by presenting the fundamentals and foundationsof probability. The second part addresses statistical inference, and the remainingchapters focus on special topics. An Introduction to Probability and Statistics, Third Edition includes: ul li A new section on regression analysis to include multiple regression, logistic regression, and Poisson regression li li A re ..
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HARGA DISKON 8-10 FEB 2023
Rp. 3.104.000
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Rp. 3.650.000
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Advanced Issues in Partial Least Squares Structural Equation Modeling
by Hair, Joe    Sarstedt, Marko    Ringle, Christian M.
(Paperback - English - 9781483377391)
Written as an extension of A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) Second Edition, this easy-to-understand, practical guide covers advanced content on PLS-SEM to help students and researchers apply techniques to research problems and accurately interpret results. Authors Joseph F. Hair, Jr., Marko Sarstedt, Christian Ringle, and Siegfried P. Gudergan provide a brief overview of basic concepts before moving to the more advanced material. Offering extensive examples on SmartPLS 3 software and accompanied by free downloadable data sets, the book emphasizes that any advanced PLS-SEM approach should be carefully applied to ensure t ..
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HARGA DISKON 8-10 FEB 2023
Rp. 1.046.000
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Rp. 1.230.000
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Linear Models and Regression with R: An Integrated Approach
by Sengupta, Debasis    Jammalamadaka, S. Rao   
(Hardcover - English - 9789811200403)
Starting with the basic linear model where the design and covariance matrices are of full rank, this book demonstrates how the same statistical ideas can be used to explore the more general linear model with rank-deficient design and or covariance matrices. The unified treatment presented here provides a clearer understanding of the general linear model from a statistical perspective, thus avoiding the complex matrix-algebraic arguments that are often used in the rank-deficient case. Elegant geometric arguments are used as needed.The book has a very broad coverage, from illustrative practical examples in Regression and Analysis of Variance alongside their implem ..
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Rp. 3.226.000
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Rp. 3.794.000
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Quantile Regression: Estimation and Simulation, Volume 2
by Furno, Marilena    Vistocco, Domenico   
(Hardcover - English - 9781118863596)
Contains an overview of several technical topics of Quantile Regression Volume two of Quantile Regression offers an important guide for applied researchers that draws on the same example-based approach adopted for the first volume. The text explores topics including robustness, expectiles, m-quantile, decomposition, time series, elemental sets and linear programming. Graphical representations are widely used to visually introduce several issues, and to illustrate each method. All the topics are treated theoretically and using real data examples. Designed as a practical resource, the book is thorough without getting too technical about the statistical backgr ..
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HARGA DISKON 8-10 FEB 2023
Rp. 2.495.000
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Rp. 2.934.000
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Robust Nonlinear Regression: With Applications Using R
by Riazoshams, Hossein    MIDI, Habshah    Ghilagaber, Gebrenegus
(Hardcover - English - 9781118738061)
The first book to discuss robust aspects of nonlinear regression--with applications using R software Robust Nonlinear Regression: with Applications using R covers a variety of theories and applications of nonlinear robust regression. It discusses both parts of the classic and robust aspects of nonlinear regression and focuses on outlier effects. It develops new methods in robust nonlinear regression and implements a set of objects and functions in S-language under SPLUS and R software. The software covers a wide range of robust nonlinear fitting and inferences, and is designed to provide facilities for computer users to define their own nonlinear models as an ..
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HARGA DISKON 8-10 FEB 2023
Rp. 2.486.000
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Rp. 2.923.000
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Statistics: Practical Concept of Statistics for Data Scientists
by Slavio, John       
(Paperback - English - 9781979455473)
Are you trying to get started with learning statistics? br This book is your answer. br br Statistics are not a tool but rather a set of techniques that you have access to that will help you analyze a set of data that you either generate, receive, or give. Statistics are absolutely vital for those attempting to study Big Data because it allows the scientists studying the data to make sense of the information when the information is on such a large and global scale. Unlike local neighborhood statistics or marketing statistics, big data encompasses a huge range of information and often this big data will be populated by thousands if not millions of data po ..
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HARGA DISKON 8-10 FEB 2023
Rp. 375.000
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Rp. 441.000
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Statistics by Example: Hands on Approach Using R and Excel
by Anderson, Faye       
(Paperback - English - 9781546983590)
This book provides introductory to advanced examples of how to use and interpret statistical analyses to accomplish a graduation project or any study. The book contains real-life comprehensive examples that will suffice students and researchers to complete their projects. This book addresses common mistakes and myths when applying and interpreting statistical analyses.In this book you will apply and interpret results related to: -Univariate and multivariate models-Logistic and multinomial regressions-Categorical data analysis-Hypothesis TestingEvery topic is supported by an R example. Excel examples are not provided for hypothesis testing, logistic models, or mu ..
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Rp. 1.066.000
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Rp. 1.253.000
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Survival Analysis by Example: Hands on approach using R
by Anderson, Faye       
(Paperback - English - 9781540314352)
This is an applied handbook on survival analysis (also known as reliability or duration analysis) with annotated examples using S-Plus or R. This is the first book ever explaining survival analysis by example and is intended for users at all levels. The examples can easily be replicated using other software. Key topics include exploratory analyses, parametric, non-parametric and semi-parametric models, and model selection. ..
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Rp. 1.126.000
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Rp. 1.325.000
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Logistic and Multinomial Regressions by Example: Hands on Approach Using R
by Anderson, Faye       
(Paperback - English - 9781540475497)
This is an applied handbook on logistic, probit and multinomial regression with interpreted examples using S-Plus or R. The examples can easily be replicated in other software. This book is for any one including students, analysts, and researchers of all fields. It assumes a beginner level of using R. ..
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Rp. 527.000
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Rp. 620.000
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Logistic Regression Models
by Hilbe, Joseph M.       
(Paperback - English - 9781138106710)
strong Logistic Regression Models strong presents an overview of the full range of logistic models, including binary, proportional, ordered, partially ordered, and unordered categorical response regression procedures. Other topics discussed include panel, survey, skewed, penalized, and exact logistic models. The text illustrates how to apply the various models to health, environmental, physical, and social science data. Examples illustrate successful modeling br The text first provides basic terminology and concepts, before explaining the foremost methods of estimation (maximum likelihood and IRLS) appropriate for logistic models. It then presents an in-dep ..
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Rp. 1.777.000
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Rp. 2.090.000
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Factorial Design: Understanding Design of Experiments (Doe) and Applying It in Practice
by Elser, Thomas       
(Paperback - English - 9781542906111)
The optimisation of systems and processes is an enduring topic for research, development and manufacturing in all sectors of industry. Improvements can be made to specific performance characteristics of technical installations and machines. Or more generally: physical technical, chemical, medical or business processes can be optimised. Instead of using a "rule of thumb" to look for the correct setting of the input factors impacting a response, a systematic approach is also possible: the method of Factorial Design or Design of Experiments, also known as DoE. This describes the ideal solution for setting up systems so as to achieve the desired responses. This book ..
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HARGA DISKON 8-10 FEB 2023
Rp. 473.000
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Rp. 556.000
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business statistics study guide: introduction to multiple regression analysis
by McQuaid, Michael J.       
(Paperback - English - 9781500271503)
This is a study guide to accompany a second course in business statistics, introducing single and then multiple regression analysis after reviewing summary statistics. Contains practice quizzes and exams with solutions. ..
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HARGA DISKON 8-10 FEB 2023
Rp. 658.000
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Rp. 774.000
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Theory of Ridge Regression Estimation with Applications
by Arashi, Mohammad    Saleh, A. K. MD Ehsanes    Kibria, B. M. Golam
(Hardcover - English - 9781118644614)
A guide to the systematic analytical results for ridge, LASSO, preliminary test, and Stein-type estimators with applications Theory of Ridge Regression Estimation with Applications offers a comprehensive guide to the theory and methods of estimation. Ridge regression and LASSO are at the center of all penalty estimators in a range of standard models that are used in many applied statistical analyses. Written by noted experts in the field, the book contains a thorough introduction to penalty and shrinkage estimation and explores the role that ridge, LASSO, and logistic regression play in the computer intensive area of neural network and big data analysis. Des ..
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Rp. 2.576.000
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Rp. 3.029.000
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Regression Analysis for the Health Sciences
by Palta, Mari       
(Hardcover - English - 9781118902868)
This book guides readers with some basic knowledge of statistics from an elementary introduction of regression analysis to advanced applications in survey research and longitudinal analysis. Emphasis is on interpretation of parameter estimates in population health and clinical research. Real life examples are explained in fuller detail than is common in most statistics books. Theory and application are presented simultaneously in a way that arouses mathematical reasoning in an intuitive context. Protocols to SAS, Stata, and R, in the form of summary tables, are employed throughout. There are extensive examples and exercises that promote understanding and reinfor ..
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HARGA DISKON 8-10 FEB 2023
Rp. 2.703.000
HARGA HARI INI
Rp. 3.178.000
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A Modern Approach to Regression with R
by Sheather, Simon       
(Hardcover - English - 9780387096070)
This book focuses on tools and techniques for building regression models using real-world data and assessing their validity. A key theme throughout the book is that it makes sense to base inferences or conclusions only on valid models. Plots are shown to be an important tool for both building regression models and assessing their validity. We shall see that deciding what to plot and how each plot should be interpreted will be a major challenge. In order to overcome this challenge we shall need to understand the mathematical properties of the fitted regression models and associated diagnostic procedures. As such this will be an area of focus throughout the book. ..
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HARGA DISKON 8-10 FEB 2023
Rp. 2.405.000
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Rp. 2.828.000
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Elements of Stochastic Modelling (2nd Edition)
by Borovkov, Konstantin       
(Paperback - English - 9789814571166)
This is the expanded second edition of a successful textbook that provides a broad introduction to important areas of stochastic modelling. The original text was developed from lecture notes for a one-semester course for third-year science and actuarial students at the University of Melbourne. It reviewed the basics of probability theory and then covered the following topics: Markov chains, Markov decision processes, jump Markov processes, elements of queueing theory, basic renewal theory, elements of time series and simulation.The present edition adds new chapters on elements of stochastic calculus and introductory mathematical finance that logically complement ..
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HARGA DISKON 8-10 FEB 2023
Rp. 1.398.000
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Rp. 1.644.000
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Large Sample Inference for Long Memory Processes
by Surgailis, Donatas    Koul, Hira L.    Giraitis, Liudas
(Hardcover - English - 9781848162785)
Box and Jenkins (1970) made the idea of obtaining a stationary time series by differencing the given, possibly nonstationary, time series popular. Numerous time series in economics are found to have this property. Subsequently, Granger and Joyeux (1980) and Hosking (1981) found examples of time series whose fractional difference becomes a short memory process, in particular, a white noise, while the initial series has unbounded spectral density at the origin, i.e. exhibits long memory.Further examples of data following long memory were found in hydrology and in network traffic data while in finance the phenomenon of strong dependence was established by dramatic ..
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Rp. 2.745.000
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Rp. 3.228.000
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Regression with Linear Predictors
by Andersen, Per Kragh    Skovgaard, Lene Theil   
(Hardcover - English - 9781441971692)
This is a book about regression analysis, that is, the situation in statistics where the distribution of a response (or outcome) variable is related to - planatory variables (or covariates). This is an extremely common situation in the application of statistical methods in many ?elds, andlinear regression, - gistic regression, and Cox proportional hazards regression are frequently used for quantitative, binary, and survival time outcome variables, respectively. Several books on these topics have appeared and for that reason one may well ask why we embark on writing still another book on regression. We have two main reasons for doing this: 1. First, we want to hi ..
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Rp. 2.228.000
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Rp. 2.621.000
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