Lynn, P. ed.
Methodology of Longitudinal Surveys
Wiley Series in Survey Methodology
John Wiley & Sons 2009.3
414 pp.(H)
ISBN 0-470-01871-2
14,100円
Contents
1. Methods for Longitudinal Surveys/ 2. Sample Design for Longitudinal Surveys/ 3. Ethical Issues in Longitudinal Surveys/ 4. Enhancing Longitudinal Surveys by Linking to Administrative Data/ 5. Tackling Seam Bias Through Questionnaire Design/ 6. Dependent Interviewing: A Framework and Application to Current Research/ 7. Attitudes Over Time: The Psychology of Panel Conditioning/ 8. Some Consequences of Survey Mode Changes in Longitudinal Surveys/ 9. Using Auxiliary Data for Adjustment in Longitudinal Research/ 10. Identifying Factors Affecting Longitudinal Survey Response/ 11. Keeping in Contact with Mobile Sample Members/ 12. The Use of Respondent Incentives on Longitudinal Surveys/ 13. Attrition in Consumer Panels/ 14. Joint Treatment of Nonignorable Dropout and Informative Sampling for Longitudinal Survey Data/ 15. Weighting and Calibration for Household Panels/ 16. Statistical Modelling for Structured Longitudinal Designs/ 17. Using Longitudinal Surveys to Evaluate Interventions/ 18. Robust Likelihood-Based Analysis of Longitudinal Survey Data with Missing Values/ 19. Assessing the Temporal Association of Events Using Longitudinal Complex Survey Data/ 20. Using Marginal Mean Models for Data from Longitudinal Surveys with a Complex Design: Some Advances in Methods/ 21. A Latent Class Approach for Estimating Gross Flows in the Presence of Correlated Classification Errors/ 22. A Comparison of Graphical Models and Structural Equation Models for the Analysis of Longitudinal Survey Data/ References/ Index/ *
Groves, R. M. et al.
Survey Methodology 2nd ed.
（Wiley Series in Survey Methodology)
John Wiley & Sons 2009.7
461 pp.(P)
ISBN 0-470-46546-8
8,900円
Contents
1. An Introduction to Survey Methodology/ 2. Inference and Error in Surveys/ 3. Target Populations, Sampling Frames, and Coverage Error/ 4. Sample Design and Sampling Error/ 5. Methods of Data Collection/ 6. Nonresponse in Sample Surveys/ 7. Questions and Answers in Surveys/ 8. Evaluating Survey Questions/ 9. Survey Interviewing/ 10. Postcollection Processing of Survey Data/ 11. Principles and Practices Related to Scientific Integrity/ 12. FAQs About Survey Methodology/ References/ Index/ *
Bethlehem, J.
Applied Survey Methods
A Statistical Perspective
（Wiley Series in Survey Methodology)
John Wiley & Sons 2009.7
375 pp.(H)
ISBN 0-470-37308-3
12,800円
Contents
1. The Survey Process/ 2. Basic Concepts/ 3. Questionnaire Design/ 4. Single Sampling Designs/ 5. Composite Sampling Designs/ 6. Estimators/ 7. Data Collection/ 8. The Quality of the Results/ 9. The Nonresponse Problem/ 10. Weighting Adjustment/ 11. Online Surveys/ 12. Analysis and Publication/ 13. Statistical Disclosure Control/ References/ Index/ *
Huber, P. J. & Ronchetti, E. M.
Robust Statistics 2nd ed.
(Series in Probability and Statistics)
John Wiley & Sons 2009.2
354 pp. (H)
ISBN 0-470-12990-5
12,800円
Contents
1. Generalities/ 2. The Weak Topology and its Metrization/ 3. The Basic Types of Estimates/ 4. Asymptotic Minimax Theory for Estimating Location/ 5. Scale Estimates/ 6. Multiparameter Problems, in Particular Joint Estimation of Location and Scale/ 7. Regression/ 8. Robust Covariance and Correlation Matrices/ 9. Robustness of Design/ 10. Exact Finite Sample Results/ 11. Finite Sample Breakdown Point/ 12. Infinitesimal Robustness/ 13. Robust Tests/ 14. Small Sample Asymptotics/ 15. Bayesian Robustness/ References/ Index/ *
Doerge, R. W. & Bremer, M.
Statistics at the Bench
A Step-by-Step Handbook for Biologists
（生物学のための統計ハンドブック）
Cold Spring Harbor Laboratory 2009.12
167 pp.(H)
ISBN 0-87969-857-8
7,600円
Contents
* 本書は、生物学における統計分析の必携資料として、初級から中級クラスの統計手法をまとめた便利なハンドブックです。研究発表やレポート、また研究結果の解釈のために利用されることの多い統計手法を、実例を用いながら明瞭に解説するとともに、Excelを使った統計分析についてもまとめています。生物学における統計分析において、本書は手軽で有益な解説を提供します。
1. Introduction/ 2. Common Pitfalls/ 3. Descriptive Statistics/ 4. Design of Experiments/ 5. Confidence Intervals/ 6. Hypothesis Testing/ 7. Regression and ANOVA/ 8. Special Topics/ References/ Index/ *
Broman, K.W. &Sen, S.
A Guide to QTL Mapping with R/qtl
Statistics for Biology and Health Series
Springer-Verlag 2009.
400 pp. (H)
ISBN 0-387-92124-9
13,700円
Contents
1. Introduction/ 2. Importing and simulating data/ 3. Data checking/ 4. Single-QTL analysis/ 5. Non-normal phenotypes/ 6. Experimental design and power/ 7. Working with covariates/ 8. Two-dimensional, two-QTL scans/ 9. Fit and exploration of multiple-QTL models/ 10. Case study I/ 11. Case study II/ Index/ *
Bain, A. & Crisan, D.
Fundamentals of Stochastic Filtering
Stochastic Modelling and Applied Probability Series
Springer-Verlag 2009.
390 pp. (H)
ISBN 0-387-76895-5
8,100円
Contents
1. Introduction/ 2. The Stochastic Process/ 3. The Filtering Equations/ 4. Uniqueness of the Solution to the Zakai and the Kushner-Stratonovitch Equations/ 5. Other results/ 6. Finite Dimensional Filters/ 7. The Density of the Conditional Distribution of the Signal/ 8. Numerical Methods for Solving the Filtering Problem/ 9. A Continuous Time Particle Filter/ 10. Particle Filters in Discrete Time/ 11. Measure Theory/ 12. Stochastic Analysis/ References/ Index/ *
Serfozo, R.
Basics of Applied Stochastic Processes
Probability and Its Applications Series
Springer-Verlag 2009.
443 pp. (H)
ISBN 3-540-89331-8
11,200円
Contents
1. MarkovChains/ 2. Renewal and Regenerative Processes/ 3. Poisson Processes/ 4. Continuous-Time Markov Chains/ 5. Brownian Motion/ 6. Appendix/ Bibliographical Notes/ References/ Notation/ Index/ *
Clarke, B. et al.
Principles and Theory for Data Mining and Machine Learning
Springer Series in Statistics
Springer-Verlag 2009.
786 pp. (H)
ISBN 0-387-98134-9
12,000円
Contents
1. Variability, information, prediction/ 2. Kernel smoothing/ 3. Spline smoothing/ 4. New wave nonparametrics/ 5. Supervised learning: Partition methods/ 6. Alternative nonparametrics/ 7. Computational comparisons/ 8. Unsupervised learning: Clustering/ 9. Learning in high dimensions/ 10. Variable selection/ 11. Multiple testing/ Index/ *
465-79 登録日 09.12.17
