Found 352 Documents (Results 1–100)
The multidimensional Mundlak estimator. (English) Zbl 07844122
MSC:
62-XX
A model-based approach to multivariate principal component regression: selecting principal components and estimating standard errors for unstandardized regression coefficients. (English) Zbl 1529.62078
A note on the prediction error of principal component regression in high dimensions. (English) Zbl 07748859
MSC:
62H25
The two-way Hausman and Taylor estimator. (English) Zbl 07736476
MSC:
62-XX
The two-way Mundlak estimator. (English) Zbl 07716497
MSC:
62P20
Learning performance of uncentered kernel-based principal component analysis. (English) Zbl 1516.62060
Bootstrap prediction bands for functional time series. (English) Zbl 07707216
J. Am. Stat. Assoc. 118, No. 542, 972-986 (2023); correction ibid. 118, No. 543, 2211 (2023).
MSC:
62-XX
Functional time series prediction under partial observation of the future curve. (English) Zbl 1514.62166
Introduction to scientific computing and data analysis. 2nd edition. (English) Zbl 1533.65001
Texts in Computational Science and Engineering 13. Cham: Springer (ISBN 978-3-031-22429-4/hbk; 978-3-031-22432-4/pbk; 978-3-031-22430-0/ebook). xvi, 554 p. (2023).
Reprint of: Initial conditions and moment restrictions in dynamic panel data models. (English) Zbl 07674637
A multi-splitting method to solve 2D parabolic reaction-diffusion singularly perturbed systems. (English) Zbl 1502.65055
Earthquake risk embedded in property prices: evidence from five Japanese cities. (English) Zbl 1506.62512
Iterative bicluster-based Bayesian principal component analysis and least squares for missing-value imputation in microarray and RNA-sequencing data. (English) Zbl 1508.92189
Covariance based moment equations for improved variance component estimation. (English) Zbl 07634805
MSC:
62-XX
Factor analysis procedures revisited from the comprehensive model with unique factors decomposed into specific factors and errors. (English) Zbl 1497.62301
Double \(\mathrm{L}_{2, \mathrm{p}}\)-norm based PCA for feature extraction. (English) Zbl 1531.68079
A method for estimating the statistical error of the solution in the inverse spectroscopy problem. (Russian. English summary) Zbl 1483.62206
Robustness of confirmatory factor analysis fit indices to outliers. (Spanish. English summary) Zbl 1513.62120
MSC:
62H25
Linear approximate Bayes estimator for variance components in random effects model*. (English) Zbl 07552654
MSC:
62-XX
Efficiency of the principal component Liu-type estimator in logistic regression. (English) Zbl 1455.62141
A new improved method for generalized ridge estimator. (Chinese. English summary) Zbl 1463.62212
Nonasymptotic upper bounds for the reconstruction error of PCA. (English) Zbl 1450.62070
Reviewer: Glauber Márcio Silveira Pereira (Ceará)
Generalized ridge and principal correlation estimator of the regression coefficient in growth curve model. (English) Zbl 1436.62338
Multiple permutation test for high-dimensional data: a components-combined algorithm. (English) Zbl 07193747
MSC:
62-XX
Computing limiting local powers and power envelopes of panel MA unit root tests and stationarity tests. (English) Zbl 1432.62284
Testing random effects in linear mixed models: another look at the F-test (with discussion). (English) Zbl 1420.62294
Partially linear functional additive models for multivariate functional data. (English) Zbl 1478.62125
Regression imputation in the functional linear model with missing values in the response. (English) Zbl 1418.62208
Hybrid regularisation and the (in)admissibility of ridge regression in infinite dimensional Hilbert spaces. (English) Zbl 1466.62275
On the penalized maximum likelihood estimation of high-dimensional approximate factor model. (English) Zbl 1417.62145
Multi-aspect local inference for functional data: analysis of ultrasound tongue profiles. (English) Zbl 1415.62126
An alternative derivation of Harville’s restricted log likelihood function for variance component estimation. (English) Zbl 1412.62188
Estimation, imputation and prediction for the functional linear model with scalar response with responses missing at random. (English) Zbl 1471.62061
Simultaneous statistical inference in dynamic factor models: chi-square approximation and model-based bootstrap. (English) Zbl 1469.62055
A powerful affine invariant test for multivariate normality based on interpoint distances of principal components. (English) Zbl 07550034
Asymptotics and bootstrap for random-effects panel data transformation models. (English) Zbl 1490.62484
Testing for error cross-sectional uncorrelatedness in a two-way error components panel data model. (English) Zbl 1508.62218
A note on variable selection in functional regression via random subspace method. (English) Zbl 1427.62032
Adaptive inexact iterative algorithms based on polynomial-degree-robust a posteriori estimates for the Stokes problem. (English) Zbl 1448.65221
Predictive estimation of a covariance matrix and its structural parameters. (English) Zbl 1407.62194
Continuous and discrete higher-degree \(F\)-transforms based on B-splines. (English) Zbl 1384.65094
Reviewer: Manfred Tasche (Rostock)
The optimal property of almost unbiased Stein ridge type principal component estimator under mean square error. (Chinese. English summary) Zbl 1389.62115
Book review of: M. H. Holmes, Introduction to scientific computing and data analysis. (English) Zbl 1417.00037
An innovations algorithm for the prediction of functional linear processes. (English) Zbl 1397.62346
Estimation for the multi-way error components model with ill-conditioned panel data. (English) Zbl 1359.62517
Projection error evaluation for large multidimensional data sets. (English) Zbl 1420.62263
MSC:
62H25
Tree based diagnostic procedures following a smooth test of goodness-of-fit. (English) Zbl 1365.62152
MSC:
62G10
Polynomial meta-models with canonical low-rank approximations: numerical insights and comparison to sparse polynomial chaos expansions. (English) Zbl 1349.60056
Least absolute relative error estimation for functional quadratic multiplicative model. (English) Zbl 1349.62494
MSC:
62N02
The superiorities of Bayes estimation for variance components in random effects model. (Chinese. English summary) Zbl 1363.62024
A bivariate measurement error model for semicontinuous and continuous variables: application to nutritional epidemiology. (English) Zbl 1393.62074
MSC:
62P10
Introduction to scientific computing and data analysis. (English) Zbl 1368.65002
Texts in Computational Science and Engineering 13. Cham: Springer (ISBN 978-3-319-30254-6/hbk; 978-3-319-30256-0/ebook). xiv, 487 p. (2016).
Reviewer: Gudula Rünger (Chemnitz)
EC3SLS estimator for a simultaneous system of spatial autoregressive equations with random effects. (English) Zbl 1491.62177
Random model discrepancy: interpretations and technicalities (A rejoinder). (English) Zbl 1323.62126
Quantifying adventitious error in a covariance structure as a random effect. (English) Zbl 1323.62125
A functional inference for multivariate current status data with mismeasured covariate. (English) Zbl 1322.62291
On a principal component two-parameter estimator in linear model with autocorrelated errors. (English) Zbl 1305.62242
Spatial system estimators for panel models: a sensitivity and simulation study. (English) Zbl 1533.62066
Parameter cascading for panel models with unknown number of unobserved factors: an application to the credit spread puzzle. (English) Zbl 1506.62017
On bases with unreliability coefficient 2. (English. Russian original) Zbl 1347.94079
Math. Notes 95, No. 2, 147-173 (2014); translation from Mat. Zametki 95, No. 2, 170-201 (2014).
MSC:
94C10
94D05
The impact of measurement error on principal component analysis. (English) Zbl 1305.62222
MSC:
62H25
Conditional score tests for heteroscedasticity in the two-way error components model. (English) Zbl 1310.62102
Reviewer: Oleksandr Kukush (Kyïv)
Long-term stability of multi-value methods for ordinary differential equations. (English) Zbl 1312.65111
Reviewer: Vu Hoang Linh (Hanoi)
Active subspace methods in theory and practice: applications to kriging surfaces. (English) Zbl 1311.65008
SIAM J. Sci. Comput. 36, No. 4, A1500-A1524 (2014); erratum ibid. 36, No. 6, A3030-A3031 (2014).
Reviewer: Jaromir Antoch (Praha)
A joint score test for heteroscedasticity in the two way error components model. (English) Zbl 1318.60021
Reviewer: Miroslav M. Ristić (Niš)
Comparative study of robust estimators based on a sensitivity coefficient in principal component analysis. (English) Zbl 1462.62370
Monte Carlo simulation study of biased estimators in the linear regression models with correlated or heteroscedastic errors. (English) Zbl 1291.62133
Theory and methods of panel data models with interactive effects. (English) Zbl 1331.62112
Reviewer: Dimitris Karlis (Athens)
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