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book (9)


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2022 (5)

2021 (4)

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Book
Large Sample Techniques for Statistics
Authors: ---
ISBN: 9783030916954 Year: 2022 Publisher: Cham Springer International Publishing :Imprint: Springer


Book
Advanced sampling methods
Author:
ISBN: 9811606226 9811606218 Year: 2021 Publisher: Singapore : Springer,

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Abstract

This book discusses all major topics on survey sampling and estimation. It covers traditional as well as advanced sampling methods related to the spatial populations. The book presents real-world applications of major sampling methods and illustrates them with the R software. As a large sample size is not cost-efficient, this book introduces a new method by using the domain knowledge of the negative correlation between the variable of interest and the auxiliary variable in order to control the size of a sample. In addition, the book focuses on adaptive cluster sampling, rank-set sampling and their applications in real life. Advance methods discussed in the book have tremendous applications in ecology, environmental science, health science, forestry, bio-sciences, and humanities. This book is targeted as a text for undergraduate and graduate students of statistics, as well as researchers in various disciplines.


Book
Pioneering works on extreme value theory : in honor of Masaaki Sibuya
Authors: --- ---
ISBN: 9811607680 9811607672 Year: 2021 Publisher: Singapore : Springer,

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This book presents the state of the art in extreme value theory, with a collection of articles related to a seminal paper on the bivariate extreme value distribution written by Professor Masaaki Sibuya in 1960, demonstrating various developments of the original idea over the last half-century. Written by active researchers, the unique combination of articles allows readers to gain a sense of the excellence of the field, ranging from theory to practice, and the tradition of theoretical developments motivated by practically important issues such as tsunamis and financial crises. The contributions discuss a range of topics, including the parameter estimation of the generalized beta distribution, resampling with the empirical beta copula, and regression analysis on imbalanced binary data, as well as the semiparametric estimation of the upper bound of extrema, the long-term analysis of extreme precipitation over Japanese river basins, and various rules of thumb in hydrology.


Book
Sampling designs dependent on sample parameters of auxiliary variables
Author:
ISBN: 3662634139 3662634120 Year: 2021 Publisher: Berlin, Germany : Springer-Verlag,


Book
Bootstrap methods : with applications in R
Authors: ---
ISBN: 3030734803 303073479X Year: 2021 Publisher: Cham, Switzerland : Springer,

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Abstract

This book provides a compact introduction to the bootstrap method. In addition to classical results on point estimation and test theory, multivariate linear regression models and generalized linear models are covered in detail. Special attention is given to the use of bootstrap procedures to perform goodness-of-fit tests to validate model or distributional assumptions. In some cases, new methods are presented here for the first time. The text is motivated by practical examples and the implementations of the corresponding algorithms are always given directly in R in a comprehensible form. Overall, R is given great importance throughout. Each chapter includes a section of exercises and, for the more mathematically inclined readers, concludes with rigorous proofs. The intended audience is graduate students who already have a prior knowledge of probability theory and mathematical statistics.

Keywords

Statistics . --- Biostatistics. --- Statistical Theory and Methods. --- Statistics for Life Sciences, Medicine, Health Sciences. --- Biological statistics --- Biology --- Biometrics (Biology) --- Biostatistics --- Biomathematics --- Statistics --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Bootstrap (Estadística) --- Processament de dades --- R (Llenguatge de programació) --- GNU-S (Llenguatge de programació) --- Llenguatges de programació --- Processament de dades electròniques --- Processament automàtic de dades --- Processament electrònic de dades --- Processament integrat de dades --- Sistematització de dades (Ordinadors) --- Tractament de dades --- Tractament electrònic de dades --- Tractament integrat de dades --- Automatització --- Informàtica --- Complexitat computacional --- Curació de dades --- Depuració (Informàtica) --- Estructures de dades (Informàtica) --- Gestió de bases de dades --- Informàtica mòbil --- Informàtica recreativa --- Intel·ligència artificial --- Sistemes en línia --- Temps real (Informàtica) --- Tractament del llenguatge natural (Informàtica) --- Processament òptic de dades --- Protecció de dades --- Transmissió de dades --- Tolerància als errors (Informàtica) --- Distribució (Teoria de la probabilitat) --- Estadística no paramètrica --- Mostreig (Estadística) --- R (Computer program language) --- GNU-S (Computer program language) --- Domain-specific programming languages


Book
Recent Advances on Sampling Methods and Educational Statistics : In Honor of S. Lynne Stokes
Authors: ---
ISBN: 3031145259 3031145240 Year: 2022 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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Abstract

This edited collection commemorates the career of Dr. S. Lynne Stokes by highlighting recent advances in her areas of research interest, emphasizing practical applications and future directions. It serves as a collective effort of leading statistical scientists who work at the cutting edge in statistical sampling. S. Lynne Stokes is Professor of Statistical Science and Director of the Data Science Institute at Southern Methodist University, and Senior Fellow at the National Institute of Statistical Sciences. She has enjoyed a distinguished research career, making fundamental contributions to a variety of fields in statistical sampling. Reflecting on Professor Stokes' main areas of research, this volume is structured into three main parts: I. ranked-set sampling, judgment post-stratified sampling, and capture-recapture methods II. nonsampling errors in statistical sampling III. educational and behavioral statistics This collection will be of interest to researchers, advanced students, and professionals in the public and private sectors who would like to learn more about latest advancements in statistical sampling, particularly those who work in educational and behavioral statistics.

Keywords

Education. --- Mostreig (Estadística) --- Estadística educativa --- Metodologia --- Children --- Education, Primitive --- Education of children --- Human resource development --- Instruction --- Pedagogy --- Schooling --- Students --- Youth --- Civilization --- Learning and scholarship --- Mental discipline --- Schools --- Teaching --- Training --- Lògica --- Heurística --- Interdisciplinarietat --- Investigació amb mètodes mixtos --- Investigació quantitativa --- Metodologia de la ciència --- Metodologia de les ciències socials --- Anàlisi --- Investigació --- Estadística de l'educació --- Estadística escolar --- Educació --- Estadística --- Indicadors educatius --- Mostratge (Estadística) --- Bootstrap (Estadística) --- Nombres aleatoris --- Anàlisi de variància --- Control de qualitat --- Estadística matemàtica --- Biometria --- Sondejos d'opinió --- Education --- Statistics. --- Psychometrics. --- Applied Statistics. --- Statistical Theory and Methods. --- Educational Research. --- Research. --- Educational research --- Measurement, Mental --- Measurement, Psychological --- Psychological measurement --- Psychological scaling --- Psychological statistics --- Psychology --- Psychometry (Psychophysics) --- Scaling, Psychological --- Psychological tests --- Scaling (Social sciences) --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Measurement --- Scaling --- Methodology

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