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The Annals of Statistics, ISSN 0090-5364, 2/1997, Volume 25, Issue 1, pp. 387 - 413
Journal Article
Journal of the Royal Statistical Society. Series B (Statistical Methodology), ISSN 1369-7412, 9/2013, Volume 75, Issue 4, pp. 681 - 703
Journal Article
Ecological Modelling, ISSN 0304-3800, 2002, Volume 157, Issue 2, pp. 157 - 177
Generalized additive models (GAMs) have been popularized by the work of Hastie and Tibshirani (Generalized Additive Models (1990)) and the availability of user... 
Penalized regression spline | GAM | GCV | ECOLOGY | PENALTIES | penalized regression spline | PARAMETER
Journal Article
Journal of Statistical Software, ISSN 1548-7660, 08/2016, Volume 71, Issue 6, pp. 1 - 66
Sample selection models deal with the situation in which an outcome of interest is observed for a restricted non-randomly selected sample of the population.... 
Selection bias | R | Copula | Non-random sample selection | Penalized regression spline | selection bias | P-VALUES | non-random sample selection | SEMIPARAMETRIC ESTIMATION | TESTS | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | WAGE COMPARISONS | copula | BIAS | penalized regression spline | STATISTICS & PROBABILITY
Journal Article
Annals of Statistics, ISSN 0090-5364, 1997, Volume 25, Issue 1, pp. 387 - 413
Least squares penalized regression estimates with total variation penalties are considered. It is shown that these estimators are least squares splines with... 
Nonparametric curve estimation | Local adaptivity | Rates of convergence | Splines | Penalized least squares | 62G07 | penalized least squares | 62G30 | 62G20 | splines | rates of convergence | local adaptivity
Journal Article
Journal of the Royal Statistical Society: Series C (Applied Statistics), ISSN 0035-9254, 11/2016, Volume 65, Issue 5, pp. 731 - 753
Journal Article
Journal of Computational and Graphical Statistics, ISSN 1061-8600, 01/2010, Volume 19, Issue 3, pp. 609 - 625
This article is about S-estimation for penalized regression splines. Penalized regression splines are one of the currently most used methods for smoothing... 
Penalized least squares method | S-estimator | M-estimator | Smoothing parameter | Outliers | Statistical median | Error rates | Spline-Based Smoothing | Sample size | Linear regression | Least squares | Regression analysis | Data smoothing | Estimators | Estimation methods | SMOOTHING SPLINES | STATISTICS & PROBABILITY | ASYMPTOTICS | PARAMETER | Studies | Estimating techniques | Simulation
Journal Article
Pakistan Journal of Statistics and Operation Research, ISSN 1816-2711, 2018, Volume 14, Issue 2, pp. 301 - 315
Over the last two decades P-Splines have become a popular modeling tool in a wide class of statistical contexts. Fundamentally, semiparametric regression... 
B-splines basis | Penalized splines | Truncated power basis | Ridge penalty and difference penalty | Regression models | Statistical analysis | Regression analysis | Basis functions | Splines | Smoothing
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 05/2013, Volume 61, pp. 158 - 173
Journal Article
Communications in Statistics - Simulation and Computation, ISSN 0361-0918, 10/2018, Volume 47, Issue 9, pp. 2587 - 2611
Journal Article
Statistica Neerlandica, ISSN 0039-0402, 11/2016, Volume 70, Issue 4, pp. 278 - 303
Penalized splines are used in various types of regression analyses, including non‐parametric quantile, robust and the usual mean regression. In this paper, we... 
asymptotic normality | smoothing parameter selection | robust regression | spline | penalized splines | B-spline | P-SPLINES | MODELS | STRUCTURED ADDITIVE REGRESSION | STATISTICS & PROBABILITY | QUANTILE REGRESSION | SEMIPARAMETRIC REGRESSION | VARIABLE SELECTION | Studies | Regression analysis | Simulation | Statistics | Parameters | Smoothing | Splines | Asymptotic properties | Bias | Regression | Estimators | Variance
Journal Article
European Actuarial Journal, ISSN 2190-9733, 7/2019, Volume 9, Issue 1, pp. 67 - 107
Solvency 2 requires insurance companies to compute a Best-Estimate of their Liabilities (BEL) as well as a Solvency Capital Requirement (SCR). Life insurance... 
Solvency Capital Requirement | Financial Services | Life Insurance Mathematics | Mathematics | Applications of Mathematics | Game Theory, Economics, Social and Behav. Sciences | Quantitative Finance | Bayesian penalized spline regression | Life insurance | Solvency | Insurance companies
Journal Article
Statistics and Computing, ISSN 0960-3174, 2010, Volume 20, Issue 4, pp. 499 - 511
P-splines regression provides a flexible smoothing tool. In this paper we consider difference type penalties in a context of nonparametric generalized linear... 
Difference penalty | Akaike's information criterion | Penalized regression | Generalized linear modelling | Smoothing | B-splines | STATISTICS & PROBABILITY | COMPUTER SCIENCE, THEORY & METHODS | Computer simulation | Derivation | Regression | Tools | Mathematical models | Statistics | Optimization
Journal Article
Australian & New Zealand Journal of Statistics, ISSN 1369-1473, 12/2006, Volume 48, Issue 4, pp. 445 - 464
Journal Article
Communications in Statistics - Simulation and Computation, ISSN 0361-0918, 03/2017, Volume 46, Issue 3, pp. 2283 - 2298
Journal Article
CULTURE HEALTH & SEXUALITY, ISSN 1369-1058, 10/2013, Volume 15, Issue 9, pp. 809 - 827
Extracting the trend from the pattern of observations is always difficult, especially when the trend is obscured by correlated errors. Often, prior knowledge... 
penalised spline | SOCIAL SCIENCES, BIOMEDICAL | PENALIZED SPLINES | AR(p) | NONPARAMETRIC REGRESSION | shape-restricted inference | PARAMETERS | INFERENCE | correlation-adjusted AIC | CORRELATED ERRORS | TIME-SERIES ERRORS | MODELS | SMOOTHING SPLINES | FAMILY STUDIES
Journal Article
Journal Article