Flexible modelling techniques and use of historical controls in animal studies
暂无分享,去创建一个
[1] R. Beckman,et al. Two-sided tolerance limits for balanced random-effects ANOVA models , 1989 .
[2] N. Heckman. Bump hunting in regression analysis , 1992 .
[3] W. Cleveland,et al. Computational methods for local regression , 1991 .
[4] I. Dunsmore. Growth Curves in Two‐Period Change Over Models , 1981 .
[5] Chen-Tuo Liao,et al. A TOLERANCE INTERVAL FOR THE NORMAL DISTRIBUTION WITH SEVERAL VARIANCE COMPONENTS , 2004 .
[6] P. McCullagh,et al. Bias Correction in Generalized Linear Models , 1991 .
[7] UsingSmoothing SplinesbyXihong Liny,et al. Inference in Generalized Additive Mixed Models , 1999 .
[8] Stephen Senn,et al. Cross-over trials in clinical research , 1993 .
[9] James H Thrall,et al. Using imaging biomarkers to accelerate drug development and clinical trials. , 2005, Drug discovery today.
[10] W. K. Hastings,et al. Monte Carlo Sampling Methods Using Markov Chains and Their Applications , 1970 .
[11] M. Wand,et al. Smoothing with Mixed Model Software , 2004 .
[12] G. Molenberghs,et al. Linear Mixed Models for Longitudinal Data , 2001 .
[13] Geert Molenberghs,et al. Evaluation of Surrogate Endpoints , 2006, Handbook of Statistical Methods for Randomized Controlled Trials.
[14] R. Kass,et al. Statistical smoothing of neuronal data. , 2003, Network.
[15] M. Wand,et al. Simple fitting of subject‐specific curves for longitudinal data , 2005, Statistics in medicine.
[16] U. Dafni,et al. Modeling the Progression of HIV Infection , 1991 .
[17] Simon N. Wood,et al. On confidence intervals for GAMs based on penalized regression splines , 2004 .
[18] Robert E Kass,et al. Statistical issues in the analysis of neuronal data. , 2005, Journal of neurophysiology.
[19] Reference ranges for screening preclinical drug safety data. , 1997, Journal of biopharmaceutical statistics.
[20] David Ruppert,et al. Theory & Methods: Spatially‐adaptive Penalties for Spline Fitting , 2000 .
[21] D. Ruppert. Selecting the Number of Knots for Penalized Splines , 2002 .
[22] J G Ibrahim,et al. Use of historical controls in time-adjusted trend tests for carcinogenicity. , 1996, Biometrics.
[23] L Ryan,et al. Using historical controls in the analysis of developmental toxicity data. , 1993, Biometrics.
[24] H. Akaike. Maximum likelihood identification of Gaussian autoregressive moving average models , 1973 .
[25] M. Wand,et al. General design Bayesian generalized linear mixed models , 2006, math/0606491.
[26] Geert Verbeke,et al. Pairwise Fitting of Mixed Models for the Joint Modeling of Multivariate Longitudinal Profiles , 2006, Biometrics.
[27] Takashi Yanagawa,et al. Incorporating historical controls using a random-effects model with a normal prior , 1991 .
[28] D. Rubin,et al. Inference from Iterative Simulation Using Multiple Sequences , 1992 .
[29] J. Nelder,et al. Generalized Linear Models with Random Effects: Unified Analysis via H-likelihood , 2006 .
[30] N. Breslow,et al. Bias correction in generalised linear mixed models with a single component of dispersion , 1995 .
[31] Robert E Kass,et al. Testing equality of two functions using BARS. , 2005, Statistics in medicine.
[32] Andrew Thomas,et al. WinBUGS - A Bayesian modelling framework: Concepts, structure, and extensibility , 2000, Stat. Comput..
[33] Russell D. Wolfinger,et al. Tolerance Intervals for Variance Component Models Using Bayesian Simulation , 1998 .
[34] W. D. Johnson,et al. Fitting multivariate polynomial growth curves in two-period crossover designs. , 1994, Statistics in medicine.
[35] D. Ruppert,et al. Spatially Adaptive Bayesian Penalized Splines With Heteroscedastic Errors , 2007 .
[36] R. Kass,et al. Bayesian curve-fitting with free-knot splines , 2001 .
[37] Geert Molenberghs,et al. A unifying approach for surrogate marker validation based on Prentice's criteria , 2006, Statistics in medicine.
[38] G. Molenberghs,et al. Models for Discrete Longitudinal Data , 2005 .
[39] M. Wand,et al. Semiparametric Regression: Parametric Regression , 2003 .
[40] David B. Dunson,et al. Bayesian Data Analysis , 2010 .
[41] Geert Molenberghs,et al. The Use of Score Tests for Inference on Variance Components , 2003, Biometrics.
[42] Bradley P. Carlin,et al. Bayesian measures of model complexity and fit , 2002 .
[43] Dulal K. Bhaumik,et al. A Simple and Exact Method of Constructing Tolerance Intervals for the One-Way ANOVA with Random Effects , 1996 .
[44] Abraham Wald,et al. Setting of Tolerance Limits When the Sample is Large , 1942 .
[45] N. Metropolis,et al. Equation of State Calculations by Fast Computing Machines , 1953, Resonance.
[46] M. Wand,et al. Incorporation of historical controls using semiparametric mixed models , 2001 .
[47] C. Acuña,et al. Discrimination of line orientation in humans and monkeys. , 2000, Journal of neurophysiology.
[48] W. Cleveland,et al. Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting , 1988 .
[49] Franklin A. Graybill,et al. 'Exact' Two-Sided Confidence Intervals on Nonnegative Linear Combinations of Variances. , 1980 .
[50] V M Chinchilli,et al. A mixed effects model for the analysis of repeated measures cross-over studies. , 1999, Statistics in medicine.
[51] R. Tarone,et al. The Use of Historical Control Information in Testing for a Trend in Proportions , 1982 .
[52] J. Ibrahim,et al. Using Historical Controls to Adjust for Covariates in Trend Tests for Binary Data , 1998 .
[53] B. Graubard,et al. Statistical validation of intermediate endpoints for chronic diseases. , 1992, Statistics in medicine.
[54] J. K. Ord,et al. Statistical Tolerance Regions: Classical and Bayesian , 1971 .
[55] Ciprian M. Crainiceanu,et al. Bayesian Analysis for Penalized Spline Regression Using WinBUGS , 2005 .
[56] Robert W. Mee,et al. One-Sided Tolerance Limits for Balanced One-Way ANOVA Random Model. , 1982 .
[57] J. Marron,et al. SiZer for Exploration of Structures in Curves , 1999 .
[58] G. Molenberghs,et al. Criteria for the validation of surrogate endpoints in randomized experiments. , 1998, Biometrics.
[59] C. Acuña,et al. A Flexible Method to Measure Synchrony in Neuronal Firing , 2008 .
[60] S. S. Wilks. Determination of Sample Sizes for Setting Tolerance Limits , 1941 .
[61] David R. Anderson,et al. Model selection and multimodel inference : a practical information-theoretic approach , 2003 .
[62] R. Prentice. Surrogate endpoints in clinical trials: definition and operational criteria. , 1989, Statistics in medicine.
[63] G L GERSTEIN,et al. An approach to the quantitative analysis of electrophysiological data from single neurons. , 1960, Biophysical journal.
[64] C. Crainiceanu,et al. Fast Adaptive Penalized Splines , 2008 .
[65] K. Liang,et al. Asymptotic Properties of Maximum Likelihood Estimators and Likelihood Ratio Tests under Nonstandard Conditions , 1987 .
[66] Matthew P. Wand,et al. Feature significance in generalized additive models , 2007, Stat. Comput..
[67] G. Wahba. Improper Priors, Spline Smoothing and the Problem of Guarding Against Model Errors in Regression , 1978 .
[68] Veerabhadran Baladandayuthapani,et al. Spatially Adaptive Bayesian Penalized Regression Splines (P-splines) , 2005 .
[69] A. Dempster,et al. Combining Historical and Randomized Controls for Assessing Trends in Proportions , 1983 .
[70] J. Friedman,et al. FLEXIBLE PARSIMONIOUS SMOOTHING AND ADDITIVE MODELING , 1989 .
[71] G. Molenberghs,et al. The validation of surrogate endpoints in meta-analyses of randomized experiments. , 2000, Biostatistics.
[72] P. McCullagh,et al. Generalized Linear Models , 1984 .
[73] P. Royston,et al. Regression using fractional polynomials of continuous covariates: parsimonious parametric modelling. , 1994 .
[74] Daniel Commenges,et al. Bivariate linear mixed models using SAS proc MIXED , 2002, Comput. Methods Programs Biomed..
[75] Geert Molenberghs,et al. Validation of surrogate markers in multiple randomized clinical trials with repeated measurements: canonical correlation approach. , 2004 .
[76] C. Acuña,et al. Bootstrap‐based methods for testing factor‐by‐curve interactions in generalized additive models: assessing prefrontal cortex neural activity related to decision‐making , 2006, Statistics in medicine.
[77] Abraham Wald,et al. An Extension of Wilks' Method for Setting Tolerance Limits , 1943 .
[78] Adrian Bowman,et al. On the Use of Nonparametric Regression for Checking Linear Relationships , 1993 .
[79] S. Lang,et al. Bayesian P-Splines , 2004 .
[80] N. Laird,et al. Long𝒞ri𝒮𝒫: a test for bump hunting in longitudinal data , 2007, Statistics in medicine.
[81] Wensheng Guo. Functional Mixed Effects Models , 2002 .
[82] M. Kenward,et al. Design and Analysis of Cross-Over Trials , 1989 .
[83] M. Kenward,et al. The Analysis of Designed Experiments and Longitudinal Data by Using Smoothing Splines , 1999 .
[84] Tom Fearn,et al. A Bayesian approach to growth curves , 1975 .
[85] S. Wallenstein,et al. The analysis of the two-period repeated measurements crossover design with application to clinical trials. , 1977, Biometrics.
[86] Robert W. Mee. β-Expectation and β-Content Tolerance Limits for Balanced One-Way ANOVA Random Model , 1984 .
[87] Luis A. Escobar,et al. Statistical Intervals: A Guide for Practitioners , 1991 .
[88] S. Shapiro,et al. An Analysis of Variance Test for Normality (Complete Samples) , 1965 .
[89] D. Cox. Nonparametric Regression and Generalized Linear Models: A roughness penalty approach , 1993 .
[90] R. Kass,et al. Statistical analysis of temporal evolution in single-neuron firing rates. , 2002, Biostatistics.
[91] C. Acuña,et al. Flexible modeling of neuron firing rates across different experimental conditions: an application to neural activity in the prefrontal cortex during a discriminatino task , 2006 .
[92] P. Diggle,et al. Semiparametric models for longitudinal data with application to CD4 cell numbers in HIV seroconverters. , 1994, Biometrics.
[93] M. Wand,et al. Exact likelihood ratio tests for penalised splines , 2005 .
[94] Jeffrey D. Hart,et al. Nonparametric Smoothing and Lack-Of-Fit Tests , 1997 .
[95] Paul H. C. Eilers,et al. Flexible smoothing with B-splines and penalties , 1996 .
[96] Jianqing Fan,et al. Local polynomial modelling and its applications , 1994 .
[97] R. Wolfinger,et al. Generalized linear mixed models a pseudo-likelihood approach , 1993 .
[98] Robert W. Mee. Normal Distribution Tolerance Limits for Stratified Random Samples , 1989 .
[99] J. Wolfowitz,et al. Tolerance Limits for a Normal Distribution , 1946 .
[100] Irène Gijbels,et al. Tests for monotonicity of a regression mean with guaranteed level , 2000 .
[101] Robert E. Kass,et al. Hierarchical models for assessing variability among functions , 2005 .
[102] R. Tibshirani,et al. Generalized Additive Models , 1991 .
[103] L. D. Groote,et al. Exposure to novelty and forced swimming evoke stressor-dependent changes in extracellular GABA in the rat hippocampus , 2007, Neuroscience.
[104] David Hoffman,et al. TWO-SIDED TOLERANCE INTERVALS FOR BALANCED AND UNBALANCED RANDOM EFFECTS MODELS , 2005, Journal of biopharmaceutical statistics.
[105] F. Vaida,et al. MODEL SELECTION FOR PENALIZED SPLINE SMOOTHING USING AKAIKE INFORMATION CRITERIA , 2007 .