Computing Science and Statistics: Statistics of Many Parameters: Curves, Images, Spatial Models

Front Matter....Pages i-xiii
Bootstrap Confidence Intervals in Curve Estimation....Pages 1-15
Bayesian Radial Basis Function Interpolation....Pages 17-26
Graphic-Aided Design of Experiments....Pages 27-28
Diagnostics for Additive Spline Models....Pages 137-142
Smooth Mixture Estimation from Multichannel Image Data....Pages 143-150
On the Double Bootstrap....Pages 73-78
Empirical Likelihood and Small Samples....Pages 79-88
Bootstrap Tests and Confidence Intervals for a Hazard Ratio When the Number of Observed Failures is Small, With Applications to Group Sequential Survival Studies....Pages 89-97
Image Reconstruction Using A Priori Boundary Information....Pages 151-157
Simple Monte Carlo P-Values....Pages 158-162
A Nonparametric Resampling Procedure for Multivariate Confidence Regions in Time Series Analysis....Pages 98-103
Sequential Design for the Nonparametric Regression of Curves and Surfaces....Pages 104-110
Local Bandwidth Selection for Density Estimation....Pages 111-116
Displays for Data from Large Designed Experiments....Pages 117-126
Bayesian Inference for Hard Problems Using the Gibbs Sampler....Pages 29-37
Asymptotic Evaluation of Integrals Arising in Bayesian Inference....Pages 38-42
Data Redundancy for the Detection and Tolerance of Software Faults....Pages 43-52
The Grand Tour in k-Dimensions....Pages 127-136
Solution of Sparse Weighted and Equality Constrained Least Squares Problems....Pages 53-62
Nonnegatively Constrained Confidence Interval Estimation for Ill-Posed Problems....Pages 63-72
APL as a Statistical Specification Language....Pages 186-189
Unification of Statistical Methods for Continuous and Discrete Data....Pages 235-242
Some Issues in Bayesian Nonparametrics....Pages 243-248
Modeling the Dynamics of Transaction Prices on the NYSE in a Bayesian State-Space Filtering Framework....Pages 179-185
Nonparametric Estimation of Conditional Quantiles Using Neural Networks....Pages 190-199
Techniques for Developing and Applying Polynomial Network Synthesis Software....Pages 200-208
Systematic Intialization of Local Search Procedures and Applications to the Synthesis of Neural Networks....Pages 209-214
Scalable Techniques for Modeling Software Interconnectivity....Pages 249-258
The Use of Complexity Metrics Throughout the Software Lifecycle....Pages 259-265
Evaluating the Quality of Software Quality Indicators....Pages 266-275
A Constructive Proof and An Extension of Cybenko’s Approximation Theorem....Pages 163-168
Learning Algorithms for Artifical Neural Nets for Analog Circuit Implementation....Pages 169-178
Algorithmic Statistical Process Control: The Concept, An Elaboration....Pages 276-280
An Innovations Approach for Interpolating a Random Surface Based on Sparse Data....Pages 215-224
Space-Time ARMA Models for Satellite Ozone Data....Pages 225-234
A New Exact Runs Test for Randomness....Pages 281-285
Algorithms for Bayesian Computing and Mathematica ....Pages 286-290
Bootstrap Inference Relating to Pr[ X < Y ]....Pages 291-295
Breaking Dependence in Graphical Belief Models....Pages 296-300
Inference for Spatial Time Series....Pages 301-302
Maximum Likelihood Transfer Function Modelling....Pages 303-306
Simulation vs. Practice: Estimation of the Distribution Function of a Finite Population....Pages 307-309
Simulation of Polarized Radar Signals Using Multivariate Complex Gaussian and Exponential Series....Pages 310-314
Evaluating Functions over Lattices....Pages 315-317
The Fallacy of Shotgun Correlations for Software Measures....Pages 318-322
Multivariate Congruential Methods....Pages 323-327
Measuring the Local Dimension of Point Clouds....Pages 328-331
Estimation of Generalized Poisson Distribution by the Method of Weighted Discrepancies....Pages 332-335
Confidence Intervals on Individual Variances in Unbalanced Models with Missing Cells....Pages 336-340
Computing Percentage Points of Run Length of an Exponentially Weighted Moving Average Control Chart....Pages 341-347
A Graphical Tool for Exploring Simulated Sampling Distributions....Pages 348-352
Asymptotic Optimality of Extended Non-Delete Set Compound Rules for Classification Between N(-1,1) and N(1,1)....Pages 353-356
Comparison of Empirical Bayes and Extended Set Compound Rules for Classification of a Sequence of Crop Types....Pages 357-360
Comparison of the Gauss—Christoffel and Gauss—Galerkin Approximations of the Law of the Solution of Some Stochastic Differential Equations....Pages 361-365
Simulating the Performance of Estimators of the Number of Duplicates in a Database....Pages 366-369
Using the Fast Fourier Transform to Compute Some Multiple Comparisons Critical Values....Pages 370-373
Model Fitting With Tree-Structured Regression....Pages 374-378
Verifying Small Sample Bootstrap Estimates of Species Interactions....Pages 379-381
Three-dimensional Contour Projections from Objective Functions....Pages 382-386
A Review of the Controlled Rounding Problem....Pages 387-391
Simulated Power Comparisons of MRBP Rank Tests for Three Treatments....Pages 392-396
Exact Computation of the Wilcoxon Signed Rank Distribution with Zeros and Ties....Pages 397-400
Optimal Quantile Principle for Selecting Variable Bandwidth in Regression Estimators....Pages 401-405
Estimating the Parameters of the Complex Valued Exponential Signals....Pages 406-409
Sensitivity Analysis for Conceptual Design....Pages 410-414
Wrapping Mathematical Tools....Pages 415-419
Improving the EM Algorithm....Pages 420-424
Use of Bootstrapping to Evaluate Infrequent Genetic Abnormalities as Prognostic Factors for Survival in Human Acute Leukemias....Pages 425-429
An Efficient Method for Noncentral Beta Probabilities When Parameters Are Small or Moderate....Pages 430-433
Testing the Random Number Tests....Pages 434-438
Use of the Bootstrap in a High Energy Physics Experiment....Pages 439-442
Bilinear ( p , 0, 1, 1) Model and its Consistent Identification....Pages 443-445
Stochastic Approximation in Bootstrap and Bayesian Approaches to Interval Estimation in Hierarchical Models....Pages 446-450
SHAW: An Auditor for S....Pages 451-455
Conditioning for Variance Reduction in Estimating the Sensitivity of Simulations....Pages 456-460
Computing the Symmetries and Exponents of Operator-Stable Laws....Pages 461-462
Dwyer Functions D U and Their Applications to Sampling Without Replacement from a Finite Population....Pages 463-465
On the Distribution of the Sample Correlation Coefficient....Pages 466-469
Interpretable Exploratory Projection Pursuit....Pages 470-474
Recursive Algorithms and Constructs for Multidimensional Table Computations....Pages 475-476
The Spreadsheet as a Statistical Platform....Pages 477-478
Computational Aspects of Dirichlet Distribution....Pages 479-483
An Object-Oriented Architecture for Statistical Software....Pages 484-488
Probability Plots and Modern Statistical Software....Pages 489-491
Situations, Summaries and Model Objects....Pages 492-495
Measuring the Dispersion of Cancer Mortality Rates by the Interquartile Range....Pages 496-500
Generalized Projection Pursuit Regression and Density Approximation....Pages 501-503
Patterns of Yielding Significant Regression Interaction Terms....Pages 504-508
Supercomputer-Intensive Multivariable Randomization Tests....Pages 509-513
Nonlinear Canonical Correlation Analysis with Simulated Annealing Solution....Pages 514-518
Computing Probabilites for the Difference of Two t-Variables....Pages 519-523
Two Line Sampling Plans: A Path-Counting Problem....Pages 524-528
An EM Algorithm for Estimating Log Linear Models with Additional Marginal Constraints....Pages 529-533
Surface Fitting With Orthogonal Additive Models....Pages 534-538
Some Computational Aspects in Projection Pursuit....Pages 539-543
Xgobi: A Dynamic Graphics Program Implemented in X With a Link to S....Pages 544-547
Distance Based Binary Matching....Pages 548-550
Influence Diagnostics for a Class of Biased Estimators in Regression....Pages 551-552
A Bread-and-Butter Algorithm for Probability Integrals....Pages 553-556
Generating Mixed Multilevel Orthogonal Arrays By Simulated Annealing....Pages 557-560
Bootstrap Evaluation of Calibration Procedures Used for Decision Rules in the Fellegi-Sunter Model of Record Linkage....Pages 561-565
Smoothing Curves in Manifolds....Pages 566-570
Estimating Optimal Transformations for Correlation and Coherence....Pages 571-575
Parallel Bootstrap and Inference for Means....Pages 576-579
Bootstrap Methods for Extreme Order Statistics....Pages 580-582
Back Matter....Pages 583-583