Springer Series in Statistics

1979-1982
Measures of Association for Cross Classifications,Leo A. GoodmanWilliam H. Kruskal,1979
Statistical Decision Theory,James O. Berger,1980
Computing in Statistical Science through APL,Francis John Anscombe,1981
Concepts of Nonparametric Theory,John W. PrattJean D. Gibbons,1981
Non-negative Matrices and Markov Chains,E. Seneta,1981
Simultaneous Statistical Inference,Rupert G. Miller Jr.,1981
Applied Statistics,Lothar Sachs,1982
Theory of Statistical Experiments,H. Heyer,1982


1983-1985
Bayes Theory,J. A. Hartigan,1983
Extremes and Related Properties of Random Sequences and Processes,M. R. LeadbetterGeorg LindgrenHolger Rootzén,1983
Statistical Tables for Multivariate Analysis,1983
Applied Bayesian and Classical Inference,1984
Applied Statistics,Lothar Sachs,1984
Convergence of Stochastic Processes,1984
Data,1985
Multivariate Calculation,1985
Sequential Analysis,1985
Statistical Decision Theory and Bayesian Analysis,1985


1986-1989[7 Books]
Asymptotic Methods in Statistical Decision Theory,Lucien Le Cam,1986
Modern Concepts and Theorems of Mathematical Statistics,Edward B. Manoukian,1986
Parameter Estimation and Hypothesis Testing in Spectral Analysis of Stationary Time Series,K. Dzhaparidze,1986
Principal Component Analysis,I. T. Jolliffe,1986
Correlation Theory of Stationary and Related Random Functions,A. M. Yaglom,1987
Time Series: Theory and Methods,Peter J. BrockwellRichard A. Davis,1987
Goodness-of-Fit Statistics for Discrete Multivariate Data,Timothy R. C. ReadNoel A. C. Cressie,1988

1989-1991[10 Books]
Approximate Distributions of Order Statistics,R.-D. Reiss,1989
Bayesian Forecasting and Dynamic Models,Mike WestJeff Harrison,1989
A Statistical Model,Stephen E. FienbergDavid C. HoaglinWilliam H. KruskalJudith M. Tanur,1990
Asymptotics in Statistics,Lucien Le CamGrace Lo Yang,1990
Nonlinear Estimation,Gavin J. S. Ross,1990
The Multivariate Normal Distribution,Y. L. Tong,1990
Aspects of Risk Theory,Jan Grandell,1991
Continuous-Time Markov Chains,William J. Anderson,1991
Smoothing Techniques,Wolfgang Härdle,1991
Time Series: Theory and Methods,Peter J. BrockwellRichard A. Davis,1991


1992-1993[10 Books]
An Introduction to Stochastic Processes and Their Applications,Petar Todorovic,1992
ARMA Model Identification,ByoungSeon Choi,1992
Breakthroughs in Statistics,Samuel KotzNorman L. Johnson,1992
Breakthroughs in Statistics,Samuel KotzNorman L. Johnson,1992
Prediction Theory for Finite Populations,Heleno BolfarineShelemyahu Zacks,1992
The Bootstrap and Edgeworth Expansion,Peter Hall,1992
A Course on Point Processes,Rolf-Dieter Reiss,1993
Elements of Multivariate Time Series Analysis,Gregory C. Reinsel,1993
Statistical Design and Analysis for Intercropping Experiments,Walter T. Federer,1993
Statistical Models Based on Counting Processes,Per Kragh AndersenØrnulf BorganRichard D. GillNiels Keiding,1993
Tools for Statistical Inference,Martin A. Tanner,1993


1993-1995O[8 Books]
Multivariate Statistical Modelling Based on Generalized Linear Models,Ludwig FahrmeirGerhard Tutz,1994
Permutation Tests,Phillip Good,1994
Robust Asymptotic Statistics,Helmut Rieder,1994
The Collected Works of Wassily Hoeffding,N. I. FisherP. K. Sen,1994
Exact Statistical Methods for Data Analysis,Samaradasa Weerahandi,1995
Linear Models,Calyampudi Radhakrishna RaoHelge Toutenburg,1995
Models for Uncertainty in Educational Testing,Nicholas T. Longford,1995
Observational Studies,Paul R. Rosenbaum,1995


1995P-1996[9 Books]
Test Equating,Michael J. KolenRobert L. Brennan,1995
The Jackknife and Bootstrap,Jun ShaoDongsheng Tu,1995
Theory of Statistics,Mark J. Schervish,1995
Advanced Statistics,Shelby J. Haberman,1996
Smoothing Methods in Statistics,Jeffrey S. Simonoff,1996
Statistical Tools for Nonlinear Regression,Sylvie HuetAnnie BouvierMarie-Anne GruetEmmanuel Jolivet,1996
The Statistical Theory of Shape,Christopher G. Small,1996
Tools for Statistical Inference,Martin A. Tanner,1996
Weak Convergence and Empirical Processes,Aad W. van der VaartJon A. Wellner,1996


1997-1998[10 Books]
ARCH Models and Financial Applications,Christian Gouriéroux,1997
Bayesian Forecasting and Dynamic Models,Mike WestJeff Harrison,1997
Breakthroughs in Statistics,Samuel KotzNorman L. Johnson,1997
Exponential Families of Stochastic Processes,Uwe KüchlerMichael Sørensen,1997
Functional Data Analysis,J. O. RamsayB. W. Silverman,1997
Modern Multidimensional Scaling,Ingwer BorgPatrick Groenen,1997
Nonparametric Smoothing and Lack-of-Fit Tests,Jeffrey D. Hart,1997
Quasi-Likelihood and its Application,Christopher C. Heyde,1997
An Introduction to the Theory of Point Processes,D. J. DaleyD. Vere-Jones,1998
Selected Papers of Hirotugu Akaike,Emanuel ParzenKunio TanabeGenshiro Kitagawa,1998


1999[9 Books]
Conditional Specification of Statistical Models,Barry C. ArnoldEnrique CastilloJosé María Sarabia,1999
Fitting Linear Relationships,Richard William Farebrother,1999
Interpolation of Spatial Data,Michael L. Stein,1999
Linear Models,C. Radhakrishna RaoHelge Toutenburg,1999
Nonparametric Curve Estimation,Sam Efromovich,1999
Orthogonal Arrays,A. S. HedayatN. J. A. SloaneJohn Stufken,1999
Statistical Design and Analysis for Intercropping Experiments,Walter T. Federer,1999
Statistical Methods in Software Engineering,Nozer D. SingpurwallaSimon P. Wilson,1999
Subsampling,Dimitris N. PolitisJoseph P. RomanoMichael Wolf,1999


2000-2001B[10 Books]
Asymptotic Theory of Statistical Inference for Time Series,Masanobu TaniguchiYoshihide Kakizawa,2000
Asymptotics in Statistics,Lucien Le CamGrace Lo Yang,2000
Gaussian and Non-Gaussian Linear Time Series and Random Fields,Murray Rosenblatt,2000Linear Mixed Models for Longitudinal Data,Geert MolenberghsGeert Verbeke,2000
Monte Carlo Methods in Bayesian Computation,Ming-Hui ChenQi-Man ShaoJoseph G. Ibrahim,2000
Permutation Tests,Phillip Good,2000
Robust Diagnostic Regression Analysis,Anthony AtkinsonMarco Riani,2000
Statistical Inference in Science,D. A. Sprott,2000
An Introduction to Statistical Modeling of Extreme Values,Stuart Coles,2001
Annotated Readings in the History of Statistics,H. A. DavidA. W. F. Edwards,2001
Bayesian Survival Analysis,Joseph G. IbrahimMing-Hui ChenDebajyoti Sinha,2001


2001C-2002P[12 Books]
Chaos: A Statistical Perspective,Kung-Sik ChanHowell Tong,2001
Combinatorial Methods in Density Estimation,Luc DevroyeGábor Lugosi,2001
Multivariate Statistical Modelling Based on Generalized Linear Models,Ludwig FahrmeirGerhard Tutz,2001
Permutation Methods,Paul W. Mielke Jr.Kenneth J. Berry,2001
Regression Modeling Strategies,Frank E. Harrell Jr.,2001
Scan Statistics,Joseph GlazJoseph NausSylvan Wallenstein,2001
The Elements of Statistical Learning,Trevor HastieJerome FriedmanRobert Tibshirani,2001
A Distribution-Free Theory of Nonparametric Regression,László GyörfiMichael KohlerAdam KrzyżakHarro Walk,2002
Applied Functional Data Analysis: Methods and Case Studies,James O. RamsayBernard W. Silverman,2002
Growth Curve Models and Statistical Diagnostics,Jian-Xin PanKai-Tai Fang,2002
Observational Studies,Paul R. Rosenbaum,2002
Principal Component Analysis,2002


2002S-2004[14 Books]
Smoothing Spline ANOVA Models,2002
Bayesian Nonparametrics,2003
Nonlinear Time Series: Nonparametric and Parametric Methods,Jianqing FanQiwei Yao,2003
Partial Identification of Probability Distributions,Charles F. Manski,2003
Resampling Methods for Dependent Data,S. N. Lahiri,2003
Sample Survey Theory,Paul Knottnerus,2003
The Design and Analysis of Computer Experiments,Thomas J. SantnerBrian J. WilliamsWilliam I. Notz,2003
Unified Methods for Censored Longitudinal Data and Causality,Mark J. van der LaanJames M. Robins,2003
Exploring Multivariate Data with the Forward Search,Anthony C. AtkinsonMarco RianiAndrea Cerioli,2004
Introduction to Rare Event Simulation,James Antonio Bucklew,2004
Monte Carlo Strategies in Scientific Computing,Jun S. Liu,2004
Nonparametric and Semiparametric Models,Wolfgang HärdleAxel WerwatzMarlene MüllerStefan Sperlich,2004
Statistical Inference for Ergodic Diffusion Processes,Dr Yury A. Kutoyants,2004
Statistical Tools for Nonlinear Regression,S. HuetA. BouvierM. -A. PoursatE. Jolivet,2004


2005-2006【16 Books】
Functional Data Analysis,J. O. RamsayB. W. Silverman,2005
Inference in Hidden Markov Models,Olivier CappéEric MoulinesTobias Rydén,2005
Models for Discrete Longitudinal Data,Geert MolenberghsGeert Verbeke,2005
Modern Multidimensional Scaling,Ingwer BorgPatrick J. F. Groenen,2005
"Permutation, Parametric and Bootstrap Tests of Hypotheses",Phillip Good,2005
Statistical Demography and Forecasting,Juha M. AlhoBruce D. Spencer,2005
A Modern Theory of Factorial Designs,Rahul MukerjeeC. F. Jeff Wu,2006
An Introduction to Copulas,Roger B. Nelsen,2006
Finite Mixture and Markov Switching Models,Sylvia Frühwirth-Schnatter,2006
Non-negative Matrices and Markov Chains,E. Seneta ,2006
Nonparametric Functional Data Analysis,Frédéric FerratyPhilippe Vieu,2006
Sampling Algorithms,Yves Tillé,2006
Selected Papers of Frederick Mosteller,Stephen E. FienbergDavid C. Hoaglin,2006
Semiparametric Theory and Missing Data,Anastasios A. Tsiatis,2006
Statistical Analysis of Environmental Space-Time Processes,Nhu D. LeJames V. Zidek,2006
Time Series - Theory and Methods,Peter J. Brockwell, Richard A. Davis,2006


2007-2008【18 Books】
"Correlated Data Analysis: Modeling, Analytics, and Applications",Peter X.-K. Song,2007
Indirect Sampling,Pierre Lavallée,2007
Life Distributions,Albert W. MarshallIngram Olkin,2007
Linear and Generalized Linear Mixed Models and Their Applications,Jiming Jiang,2007
Model-based Geostatistics,Peter J. DigglePaulo J. Ribeiro Jr.,2007
Multiscale Modeling,Marco A. R. FerreiraHerbert K. H. Lee,2007
Permutation Methods,Paul W. Mielke Jr.Kenneth J. Berry,2007
"Reliability, Life Testing and the Prediction of Service Lives",Sam C. Saunders,2007
Stochastic Orders,Moshe ShakedJ. George Shanthikumar,2007
Bayesian Reliability,Michael S. HamadaAlyson G. WilsonC. Shane ReeseHarry F. Martz,2008
Forecasting with Exponential Smoothing,Professor Rob HyndmanProfessor Anne KoehlerProfessor Keith OrdAssociate Professor Ralph Snyder,2008
Information Criteria and Statistical Modeling,Sadanori KonishiGenshiro Kitagawa,2008
Introduction to Empirical Processes and Semiparametric Inference,Michael R. Kosorok,2008
Linear Models and Generalizations,Professor C. Radhakrishna RaoDr. ShalabhProfessor Helge ToutenburgDr. Christian Heumann,2008
Multiple Testing Procedures with Applications to Genomics,Sandrine DudoitMark J. van der Laan,2008
Simulation and Inference for Stochastic Differential Equations,Stefano M. Iacus,2008
Statistical Decision Theory,Klaus-J. MiesckeF. Liese,2008
Statistical Learning from a Regression Perspective,Richard A. Berk,2008


2009-2011[17 Books]
Introduction to Nonparametric Estimation,Alexandre B. Tsybakov,2009
Maximum Penalized Likelihood Estimation,Vincent N. LaRicciaPaul P. Eggermont,2009
Monte Carlo and Quasi-Monte Carlo Sampling,Christiane Lemieux,2009
Principles and Theory for Data Mining and Machine Learning,Bertrand ClarkeErnest FokoueHao Helen Zhang,2009
Semiparametric and Nonparametric Methods in Econometrics,Joel L. Horowitz,2009
Statistical Analysis of Network Data,Eric D. Kolaczyk,2009
The Elements of Statistical Learning,Trevor HastieRobert TibshiraniJerome Friedman,2009
A Comparison of the Bayesian and Frequentist Approaches to Estimation,Francisco J. Samaniego,2010
Comparing Distributions,Olivier Thas,2010
Design of Observational Studies,2010
Recursive Partitioning and Applications,2010
Spatial Statistics and Modeling,2010
Spectral Analysis of Large Dimensional Random Matrices,Zhidong BaiJack W. Silverstein,2010
Dynamic Mixed Models for Familial Longitudinal Data,2011
Inequalities: Theory of Majorization and Its Applications,2011
Statistics for High-Dimensional Data,2011
Targeted Learning,2011


2012-2013【16 Books】
Inference for Functional Data with Applications,2012
Markov Bases in Algebraic Statistics,2012
Bayesian and Frequentist Regression Methods,2013
Sequential Experimentation in Clinical Trials,2013
Smoothing Spline ANOVA Models,2013
The Gini Methodology,2013
Analysis of Neural Data,2014
Longitudinal Categorical Data Analysis,2014
Bayesian Nonparametric Data Analysis,2015
Regression Modeling Strategies,2015
The Linear Model and Hypothesis,2015
Vector Generalized Linear and Additive Models,2015
Functional and Shape Data Analysis,2016
Modeling Discrete Time-to-Event Data,2016
Multivariate Analysis with LISREL,2016
Prior Processes and Their Applications,2016


2017[5 Books]
Dynamic Data Analysis,James RamsayGiles Hooker,2017参见
Elements of Nonlinear Time Series Analysis and Forecasting,Jan G. De Gooijer,2017参见
Statistical Analysis with Measurement Error or Misclassification,Grace Y. Yi,2017
Mathematical Statistics,Pfanzagl, Johann,2017
Targeted Learning in Data Science,van der Laan, Mark J., Rose, Sherri,2017

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