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Time Series Analysis For The Social Sciences

Author : Janet M. Box-Steffensmeier
ISBN : 9780521871167
Genre : Political Science
File Size : 72. 62 MB
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This book provides instruction and examples of the core methods in time series econometrics, drawing from several main fields of the social sciences.

Time Series Analysis In The Social Sciences

Author : Youseop Shin
ISBN : 9780520966383
Genre : Social Science
File Size : 87. 66 MB
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Times Series Analysis in the Social Sciences is a practical and highly readable introduction written exclusively for students and researchers whose mathematical background is limited to basic algebra. The book focuses on fundamental elements of time series analysis that social scientists need to understand so they can employ time series analysis for their research and practice. Through step-by-step explanations and using monthly violent crime rates as case studies, this book explains univariate time series from the preliminary visual analysis through the modeling of seasonality, trends, and residuals, to the evaluation and prediction of estimated models. The book also explains smoothing, multiple time series analysis, and interrupted time series analysis. With a wealth of practical advice and supplemental data sets wherein students can apply their knowledge, this flexible and friendly primer is suitable for all students in the social sciences.

Exam Prep For Time Series Analysis In The Social Sciences

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Applied Time Series Analysis For The Social Sciences

Author : Richard McCleary
ISBN : STANFORD:36105038890872
Genre : Social Science
File Size : 62. 19 MB
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McCleary and Hay have made time series analysis techniques -- the Box-Jenkins or ARIMA methods -- accessible to the social scientist. Rejecting the dictum that time series analysis requires substantial mathematical sophistication, the authors take a clearly written, step-by-step approach. They describe the logic behind time series analysis, and its possible applications in impact assessment, causal modelling and forecasting, multivariate time series and parameter estimation.

Applied Time Series Analysis For The Social Sciences

Author : Richard McCleary
ISBN : OCLC:474124771
Genre :
File Size : 79. 96 MB
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Applied Time Series Analysis For The Social Sciences

Author : Regina Baker
ISBN : 0470749938
Genre : Mathematics
File Size : 68. 66 MB
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Filling the need for a comprehensive guide on the subject, Applied Time Series Analysis for the Social Sciences presents time series analysis in an accessible format designed to appeal to students and professional researchers with little mathematical and statistical background. With a focus on social-science applications and a mix of theory, including detailed case studies provided throughout, the text examines various uses and interpretations of lagged dependent variables and common confusion in this area. An accompanying website with data sets and examples in Stats and R accompanies the text.

Interrupted Time Series Analysis

Author : David McDowall
ISBN : 9780190943943
Genre : Mathematics
File Size : 89. 83 MB
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Interrupted Time Series Analysis develops a comprehensive set of models and methods for drawing causal inferences from time series. It provides example analyses of social, behavioral, and biomedical time series to illustrate a general strategy for building AutoRegressive Integrated Moving Average (ARIMA) impact models. Additionally, the book supplements the classic Box-Jenkins-Tiao model-building strategy with recent auxiliary tests for transformation, differencing, and model selection. Not only does the text discuss new developments, including the prospects for widespread adoption of Bayesian hypothesis testing and synthetic control group designs, but it makes optimal use of graphical illustrations in its examples. With forty completed example analyses that demonstrate the implications of model properties, Interrupted Time Series Analysis will be a key inter-disciplinary text in classrooms, workshops, and short-courses for researchers familiar with time series data or cross-sectional regression analysis but limited background in the structure of time series processes and experiments.

Time Series Analysis

Author : Charles W. Ostrom
ISBN : 0803931352
Genre : Social Science
File Size : 57. 98 MB
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The great advantage of time series regression analysis is that it can both explain the past and predict the future behavior of variables. This volume explores the regression (or structural equation) approach to the analysis of time series data. It also introduces the Box-Jenkins time series method in an attempt to bridge partially the gap between the two approaches.

Pooled Time Series Analysis

Author : Lois W. Sayrs
ISBN : 0803931603
Genre : Mathematics
File Size : 85. 91 MB
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Researchers have often been troubled with relevant data available from both temporal observations at regular intervals (time series) and from observations at single points of time (cross-sections). Pooled Time Series Analysis combines time series and cross-sectional data to provide the researcher with an efficient method of analysis and improved estimates of the population being studied. In addition, with more relevant data available this analysis technique allows the sample size to be increased, which ultimately yields a more effective study.

Time Series Analysis

Author : Jonathan D. Cryer
ISBN : 9780387759593
Genre : Mathematics
File Size : 76. 90 MB
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This book has been developed for a one-semester course usually attended by students in statistics, economics, business, engineering, and quantitative social sciences. A unique feature of this edition is its integration with the R computing environment. Basic applied statistics is assumed through multiple regression. Calculus is assumed only to the extent of minimizing sums of squares but a calculus-based introduction to statistics is necessary for a thorough understanding of some of the theory. Actual time series data drawn from various disciplines are used throughout the book to illustrate the methodology.

An Introduction To State Space Time Series Analysis

Author : Jacques J. F. Commandeur
ISBN : 9780191607806
Genre : Business & Economics
File Size : 51. 80 MB
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Providing a practical introduction to state space methods as applied to unobserved components time series models, also known as structural time series models, this book introduces time series analysis using state space methodology to readers who are neither familiar with time series analysis, nor with state space methods. The only background required in order to understand the material presented in the book is a basic knowledge of classical linear regression models, of which a brief review is provided to refresh the reader's knowledge. Also, a few sections assume familiarity with matrix algebra, however, these sections may be skipped without losing the flow of the exposition. The book offers a step by step approach to the analysis of the salient features in time series such as the trend, seasonal, and irregular components. Practical problems such as forecasting and missing values are treated in some detail. This useful book will appeal to practitioners and researchers who use time series on a daily basis in areas such as the social sciences, quantitative history, biology and medicine. It also serves as an accompanying textbook for a basic time series course in econometrics and statistics, typically at an advanced undergraduate level or graduate level.

Applied Time Series Analysis With R

Author : Wayne A. Woodward
ISBN : 9781498734271
Genre : Mathematics
File Size : 60. 64 MB
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Virtually any random process developing chronologically can be viewed as a time series. In economics closing prices of stocks, the cost of money, the jobless rate, and retail sales are just a few examples of many. Developed from course notes and extensively classroom-tested, Applied Time Series Analysis with R, Second Edition includes examples across a variety of fields, develops theory, and provides an R-based software package to aid in addressing time series problems in a broad spectrum of fields. The material is organized in an optimal format for graduate students in statistics as well as in the natural and social sciences to learn to use and understand the tools of applied time series analysis. Features Gives readers the ability to actually solve significant real-world problems Addresses many types of nonstationary time series and cutting-edge methodologies Promotes understanding of the data and associated models rather than viewing it as the output of a "black box" Provides the R package tswge available on CRAN which contains functions and over 100 real and simulated data sets to accompany the book. Extensive help regarding the use of tswge functions is provided in appendices and on an associated website. Over 150 exercises and extensive support for instructors The second edition includes additional real-data examples, uses R-based code that helps students easily analyze data, generate realizations from models, and explore the associated characteristics. It also adds discussion of new advances in the analysis of long memory data and data with time-varying frequencies (TVF).

Applications Of Time Series Analysis To Evaluation

Author : Garlie Albert Forehand
ISBN : UOM:49015002454909
Genre : Political Science
File Size : 47. 68 MB
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Introduction To Time Series Analysis

Author : Mark Pickup
ISBN : 9781483313115
Genre : Social Science
File Size : 25. 56 MB
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Introducing time series methods and their application in social science research, this practical guide to time series models is the first in the field written for a non-econometrics audience. Giving readers the tools they need to apply models to their own research, Introduction to Time Series Analysis, by Mark Pickup, demonstrates the use of—and the assumptions underlying—common models of time series data including finite distributed lag; autoregressive distributed lag; moving average; differenced data; and GARCH, ARMA, ARIMA, and error correction models. “This volume does an excellent job of introducing modern time series analysis to social scientists who are already familiar with basic statistics and the general linear model.” —William G. Jacoby, Michigan State University

Basic Statistics As Applied To The Social Sciences And Business

Author : Chaim Morris Horowitz
ISBN : PSU:000000419277
Genre : Statistics
File Size : 32. 15 MB
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Social Sciences Index

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ISBN : UCAL:B5121539
Genre :
File Size : 50. 28 MB
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The Practice Of Nursing Research

Author : Nancy Burns (Ph. D.)
ISBN : UOM:39015059147481
Genre : Medical
File Size : 87. 15 MB
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With its unique nursing perspective and framework that links nursing research to nursing practice, the 5th edition gives readers the tools they need to successfully evaluate, implement, and conduct research studies. Users will discover balanced and detailed coverage of both quantitative and qualitative research, as well as abundant, concrete examples from the best research literature available. And practicing nurses, students, and instructors appreciate this book for its clear, direct writing style that makes complex concepts easy to understand. Instructor resources available; contact your sales representative for details. Websites direct students to an extensive array of information for use in conducting studies A clear, direct writing style that facilitates learning Rich and frequent illustration of major points and concepts from the most current research literature A nursing perspective and framework that links research to the whole of the nursing curriculum Detailed coverage of both quantitative and qualitative research methodologies Exciting coverage of evidence-based practice-a topic of vital and growing importance in a health care arena focused on quality and cost-effectiveness of patient care Full-color illustrations stimulate the learning experience Online Author Index makes it easy to look up cited articles by key authors Access the Evolve Learning System, which includes an innovative new Data Set where users can apply data analysis skills Increased research examples demonstrate principles with concrete examples Statistical analysis techniques for outcomes research teach readers to analyze health care outcomes Updated information on online research demonstrates the realities of nursing research today Enhanced coverage of qualitative research gives readers a balanced research perspective

International Encyclopedia Of The Social Sciences

Author : David L. Sills
ISBN : UOM:39015000143928
Genre : Social sciences
File Size : 79. 43 MB
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Methods Of Statistical Analysis In The Social Sciences

Author : George Reginald Davies
ISBN : UCAL:B4570953
Genre : Social sciences
File Size : 36. 95 MB
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Studies In Polish Linguistics

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ISBN : IND:30000116156252
Genre : Linguistics
File Size : 28. 12 MB
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