Interrupted Time Series Analysis
Title | Interrupted Time Series Analysis PDF eBook |
Author | David McDowall |
Publisher | Oxford University Press, USA |
Pages | 201 |
Release | 2019 |
Genre | Mathematics |
ISBN | 0190943947 |
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.
Interrupted Time Series Analysis
Title | Interrupted Time Series Analysis PDF eBook |
Author | David McDowall |
Publisher | SAGE |
Pages | 100 |
Release | 1980-08 |
Genre | Mathematics |
ISBN | 9780803914933 |
Describes ARIMA or Box Tiao models, widely used in the analysis of interupted time series quasi-experiments, assuming no statistical background beyond simple correlation. The principles and concepts of ARIMA time series analyses are developed and applied where a discrete intervention has impacted a social system. '...this is the kind of exposition I wished I had had some ten years ago when venturing into the world of autoregressive, moving-average (ARIMA) models of time-series analysis...This monograph nicely lays out a method for assessing the impact of a discrete policy or event of some importance on behavior which can be continuously observed...If widely used, as I hope, it will save a generation of social scientists fro
Design and Analysis of Time Series Experiments
Title | Design and Analysis of Time Series Experiments PDF eBook |
Author | Richard McCleary |
Publisher | Oxford University Press |
Pages | 393 |
Release | 2017 |
Genre | Business & Economics |
ISBN | 0190661569 |
Design and Analysis of Time Series Experiments develops methods and models for analysis and interpretation of time series experiments while also addressing recent developments in causal modeling. Unlike other time series texts, it integrates the statistical issues of design, estimation, and interpretation with foundational validity issues. Drawing on examples from criminology, economics, education, pharmacology, public policy, program evaluation, public health, and psychology, this text addresses researchers and graduate students in a wide range of the behavioral, biomedical, and social sciences.
Spline Regression Models
Title | Spline Regression Models PDF eBook |
Author | Lawrence C. Marsh |
Publisher | SAGE |
Pages | 86 |
Release | 2001-09-14 |
Genre | Social Science |
ISBN | 9780761924203 |
Spline Regression Models shows how to use dummy variables to formulate and estimate spline regression models both in situations where the number and location of the spline knots are known in advance, and where estimation is required.
Quasi-Experimentation
Title | Quasi-Experimentation PDF eBook |
Author | Charles S. Reichardt |
Publisher | Guilford Publications |
Pages | 382 |
Release | 2019-09-02 |
Genre | Business & Economics |
ISBN | 1462540201 |
Featuring engaging examples from diverse disciplines, this book explains how to use modern approaches to quasi-experimentation to derive credible estimates of treatment effects under the demanding constraints of field settings. Foremost expert Charles S. Reichardt provides an in-depth examination of the design and statistical analysis of pretest-posttest, nonequivalent groups, regression discontinuity, and interrupted time-series designs. He details their relative strengths and weaknesses and offers practical advice about their use. Reichardt compares quasi-experiments to randomized experiments and discusses when and why the former might be a better choice. Modern moethods for elaborating a research design to remove bias from estimates of treatment effects are described, as are tactics for dealing with missing data and noncompliance with treatment assignment. Throughout, mathematical equations are translated into words to enhance accessibility.
The Encyclopedia of Research Methods in Criminology and Criminal Justice, 2 Volume Set
Title | The Encyclopedia of Research Methods in Criminology and Criminal Justice, 2 Volume Set PDF eBook |
Author | J. C. Barnes |
Publisher | John Wiley & Sons |
Pages | 967 |
Release | 2021-09-08 |
Genre | Social Science |
ISBN | 1119110726 |
The Encyclopedia of RESEARCH METHODS IN CRIMINOLOGY & CRIMINAL JUSTICE The most comprehensive reference work on research designs and methods in criminology and criminal justice This Encyclopedia of Research Methods in Criminology and Criminal Justice offers a comprehensive survey of research methodologies and statistical techniques that are popular in criminology and criminal justice systems across the globe. With contributions from leading scholars and practitioners in the field, it offers a clear insight into the techniques that are currently in use to answer the pressing questions in criminology and criminal justice. The Encyclopedia contains essential information from a diverse pool of authors about research designs grounded in both qualitative and quantitative approaches. It includes information on popular datasets and leading resources of government statistics. In addition, the contributors cover a wide range of topics such as: the most current research on the link between guns and crime, rational choice theory, and the use of technology like geospatial mapping as a crime reduction tool. This invaluable reference work: Offers a comprehensive survey of international research designs, methods, and statistical techniques Includes contributions from leading figures in the field Contains data on criminology and criminal justice from Cambridge to Chicago Presents information on capital punishment, domestic violence, crime science, and much more Helps us to better understand, explain, and prevent crime Written for undergraduate students, graduate students, and researchers, The Encyclopedia of Research Methods in Criminology and Criminal Justice is the first reference work of its kind to offer a comprehensive review of this important topic.
Applied Time Series Analysis for the Social Sciences
Title | Applied Time Series Analysis for the Social Sciences PDF eBook |
Author | Richard McCleary |
Publisher | |
Pages | 331 |
Release | 1982 |
Genre | |
ISBN |