Found 86 Documents (Results 1–86)
Global debiased DC estimations for biased estimators via pro forma regression. (English) Zbl 1520.62028
Univariate measurement error selection likelihood for variable selection of additive model. (English) Zbl 1536.62050
An adaptive estimation for covariate-adjusted nonparametric regression model. (English) Zbl 1477.62093
Partition-based feature screening for categorical data via RKHS embeddings. (English) Zbl 1510.62064
Robust variable selection with exponential squared loss for the spatial autoregressive model. (English) Zbl 1510.62383
Copula based composite quantile regression for longitudinal data and variable selection. (Chinese. English summary) Zbl 1499.62145
Conditional SIRS for nonparametric and semiparametric models by marginal empirical likelihood. (English) Zbl 1452.62249
Generalized \(\ell_1\)-penalized quantile regression with linear constraints. (English) Zbl 1507.62118
GMM and misspecification correction for misspecified models with diverging number of parameters. (English) Zbl 1452.62212
Reviewer: Kazuho Watanabe (Toyohashi)
Robust and efficient estimator for simultaneous model structure identification and variable selection in generalized partial linear varying coefficient models with longitudinal data. (English) Zbl 1432.62113
Composite estimation: an asymptotically weighted least squares approach. (English) Zbl 1433.62196
Reviewer: Marius Iosifescu (Bucureşti)
Robust estimation of derivatives using locally weighted least absolute deviation regression. (English) Zbl 1489.62131
Subgroup analysis for heterogeneous additive partially linear models and its application to car sales data. (English) Zbl 1507.62114
Modal regression statistical inference for longitudinal data semivarying coefficient models: generalized estimating equations, empirical likelihood and variable selection. (English) Zbl 1507.62175
Variable selection and weighted composite quantile estimation of regression parameters with left-truncated data. (English) Zbl 1508.62115
Double-kernel local linear estimator of conditional quantile under left-truncated and dependent data. (Chinese. English summary) Zbl 1424.62072
Feature screening for multi-response varying coefficient models with ultrahigh dimensional predictors. (English) Zbl 1469.62113
Conditional feature screening for mean and variance functions in models with multiple-index structure. (English) Zbl 1395.62090
Reviewer: Denis Sidorov (Irkutsk)
Robust adaptive model selection and estimation for partial linear varying coefficient models in rank regression. (English) Zbl 1390.62050
Asymptotic properties of adaptive Dantzig selector. (Chinese. English summary) Zbl 1499.62221
Rapid penalized likelihood-based outlier detection via heteroskedasticity test. (English) Zbl 07191997
Optimal variance estimation based on lagged second-order difference in nonparametric regression. (English) Zbl 1417.62099
Asymptotic normality for a non parametric estimator of conditional quantile with left-truncated data. (English) Zbl 1369.62261
Robust and efficient direction identification for groupwise additive multiple-index models and its applications. (English) Zbl 1422.62133
Conditional sure independence screening by conditional marginal empirical likelihood. (English) Zbl 1398.62072
Variable selection for spatial nonparametric regression. (Chinese. English summary) Zbl 1499.62144
Instrumental variable regression with variable constraint and its applications in option pricing and portfolio. (Chinese. English summary) Zbl 1499.62386
Robust check loss-based variable selection of high-dimensional single-index varying-coefficient model. (English) Zbl 1470.62116
Robust exponential squared loss-based variable selection for high-dimensional single-index varying-coefficient model. (English) Zbl 1346.62083
Robust structure identification and variable selection in partial linear varying coefficient models. (English) Zbl 1338.62098
Simultaneous structure estimation and variable selection in partial linear varying coefficient models for longitudinal data. (English) Zbl 1457.62120
Mean volatility regressions. (Chinese. English summary) Zbl 1349.62135
Derivative estimation based on difference sequence via locally weighted least squares regression. (English) Zbl 1351.62095
Variable selection in semiparametric quantile modeling for longitudinal data. (English) Zbl 1329.62178
Variable selection in robust semiparametric modeling for longitudinal data. (English) Zbl 1306.62065
New efficient estimation and variable selection in models with single-index structure. (English) Zbl 1287.62004
Local rank estimation and related test for varying-coefficient partially linear models. (English) Zbl 1359.62111
Block empirical likelihood for longitudinal single-index varying-coefficient model. (English) Zbl 1397.62135
Weighted local linear composite quantile estimation for the case of general error distributions. (English) Zbl 1428.62166
Multi-step-adjustment consistent inference for a biased sub-model of multidimensional linear regression. (Chinese. English summary) Zbl 1289.62057
Empirical likelihood analysis of longitudinal data involving within-subject correlation. (English) Zbl 1252.62048
Empirical likelihood for a varying coefficient partially linear model with diverging number of parameters. (English) Zbl 1236.62020
Simulation-based two-stage estimation for multiple nonparametric regression. (English) Zbl 1328.62215
MSC:
62G05
Simulation-based consistent inference for biased working model of non-sparse high-dimensional linear regression. (English) Zbl 1235.62080
Consistent inference for biased sub-model of high-dimensional partially linear model. (English) Zbl 1209.62071
Empirical likelihood inference for semi-parametric varying-coefficient partially linear EV models. (English) Zbl 1206.62080
Empirical likelihood inference for the parameter in additive partially linear EV models. (English) Zbl 1202.62045
Adaptive global confidence band for nonparametric regression: an empirical likelihood method. (English) Zbl 1200.62041
An adaptive two-stage estimation method for additive models. (English) Zbl 1194.62048
Reviewer: R. E. Maiboroda (Kyïv)
Multiplicative adjustment method for semiparametric regression with mixing dependent data. (English) Zbl 1183.62066
Semi-parametric estimation for forward-backward stochastic differential equations. (English) Zbl 1173.62061
Blockwise bootstrap wavelet in nonparametric regression model with weakly dependent processes. (English) Zbl 1433.62114
Semi-parametric density estimation for time-series with multiplicative adjustment. (English) Zbl 1163.62319
Unbiased quasi-regression. (English) Zbl 1115.62043
Quasi Bayesian likelihood. (English) Zbl 1248.62078
Stahel-Donoho kernel estimation for fixed design nonparametric regression models. (English) Zbl 1106.62040
Bootstrap wavelet in the nonparametric regression model with weakly dependent processes. (English) Zbl 1044.62039
Three methods of empirical Euclidean likelihood for two samples and their comparison. (Chinese. English summary) Zbl 1155.62359
MSC:
62G05
Profile quasi-likelihood. (English) Zbl 0994.62015
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