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• W2110403254 abstract "In this selective review, we first provide some empirical examples that motivate the usefulness of semi-nonparametric techniques in modelling economic and financial time series. We describe popular classes of semi-nonparametric dynamic models and some temporal dependence properties. We then present penalized sieve extremum (PSE) estimation as a general method for semi-nonparametric models with cross-sectional, panel, time series, or spatial data. The method is especially powerful in estimating difficult ill-posed inverse problems such as semi-nonparametric mixtures or conditional moment restrictions. We review recent advances on inference and large sample properties of the PSE estimators, which include (1) consistency and convergence rates of the PSE estimator of the nonparametric part; (2) limiting distributions of plug-in PSE estimators of functionals that are either smooth (i.e., root-n estimable) or non-smooth (i.e., slower than root-n estimable); (3) simple criterion-based inference for plug-in PSE estimation of smooth or non-smooth functionals; and (4) root-n asymptotic normality of semiparametric two-step estimators and their consistent variance estimators. Examples from dynamic asset pricing, nonlinear spatial VAR, semiparametric GARCH, and copula-based multivariate financial models are used to illustrate the general results." @default.
• W2110403254 created "2016-06-24" @default.
• W2110403254 creator A5065220600 @default.
• W2110403254 date "2011-01-01" @default.
• W2110403254 modified "2023-09-25" @default.
• W2110403254 title "Penalized Sieve Estimation and Inference of Semi-Nonparametric Dynamic Models: A Selective Review" @default.
• W2110403254 cites W1423766661 @default.
• W2110403254 cites W1480812382 @default.
• W2110403254 cites W1497439833 @default.
• W2110403254 cites W1511751337 @default.
• W2110403254 cites W1511984511 @default.
• W2110403254 cites W1517162944 @default.
• W2110403254 cites W1520595697 @default.
• W2110403254 cites W1546808801 @default.
• W2110403254 cites W1550688070 @default.
• W2110403254 cites W1554742409 @default.
• W2110403254 cites W1568329098 @default.
• W2110403254 cites W1572130374 @default.
• W2110403254 cites W1574413710 @default.
• W2110403254 cites W1584961538 @default.
• W2110403254 cites W1589284154 @default.
• W2110403254 cites W1599067237 @default.
• W2110403254 cites W1603041026 @default.
• W2110403254 cites W1606326889 @default.
• W2110403254 cites W1627289996 @default.
• W2110403254 cites W1760173068 @default.
• W2110403254 cites W1824682467 @default.
• W2110403254 cites W1827554748 @default.
• W2110403254 cites W1909899665 @default.
• W2110403254 cites W191129667 @default.
• W2110403254 cites W1919182626 @default.
• W2110403254 cites W1966444535 @default.
• W2110403254 cites W1977742607 @default.
• W2110403254 cites W1979575715 @default.
• W2110403254 cites W1979857168 @default.
• W2110403254 cites W1980999396 @default.
• W2110403254 cites W1982433030 @default.
• W2110403254 cites W1983922269 @default.
• W2110403254 cites W1984547044 @default.
• W2110403254 cites W1984764931 @default.
• W2110403254 cites W1988808301 @default.
• W2110403254 cites W1990420052 @default.
• W2110403254 cites W1993128234 @default.
• W2110403254 cites W1993447437 @default.
• W2110403254 cites W1995713768 @default.
• W2110403254 cites W1996268356 @default.
• W2110403254 cites W1998964122 @default.
• W2110403254 cites W1999996900 @default.
• W2110403254 cites W2000008805 @default.
• W2110403254 cites W2000901237 @default.
• W2110403254 cites W2001288954 @default.
• W2110403254 cites W2001746770 @default.
• W2110403254 cites W2001917465 @default.
• W2110403254 cites W2001953116 @default.
• W2110403254 cites W2002287154 @default.
• W2110403254 cites W2002869784 @default.
• W2110403254 cites W2004288535 @default.
• W2110403254 cites W2004780939 @default.
• W2110403254 cites W2004877180 @default.
• W2110403254 cites W2007856058 @default.
• W2110403254 cites W2012455789 @default.
• W2110403254 cites W2012500654 @default.
• W2110403254 cites W2014030530 @default.
• W2110403254 cites W2014650871 @default.
• W2110403254 cites W2024582978 @default.
• W2110403254 cites W2027655461 @default.
• W2110403254 cites W2028995298 @default.
• W2110403254 cites W2033815796 @default.
• W2110403254 cites W2035298767 @default.
• W2110403254 cites W2036014214 @default.
• W2110403254 cites W2038601479 @default.
• W2110403254 cites W2038845890 @default.
• W2110403254 cites W2039350270 @default.
• W2110403254 cites W2041081304 @default.
• W2110403254 cites W2042645953 @default.
• W2110403254 cites W2045697015 @default.
• W2110403254 cites W2047769094 @default.
• W2110403254 cites W2048431611 @default.
• W2110403254 cites W2050238052 @default.
• W2110403254 cites W2050795749 @default.
• W2110403254 cites W2050980654 @default.
• W2110403254 cites W2053243890 @default.
• W2110403254 cites W2053397141 @default.
• W2110403254 cites W2053446770 @default.
• W2110403254 cites W2055193196 @default.
• W2110403254 cites W2056075622 @default.
• W2110403254 cites W2056481711 @default.
• W2110403254 cites W2056871913 @default.
• W2110403254 cites W2058948793 @default.
• W2110403254 cites W2061772119 @default.
• W2110403254 cites W2062653150 @default.
• W2110403254 cites W2065274576 @default.
• W2110403254 cites W2066447749 @default.
• W2110403254 cites W2068019718 @default.
• W2110403254 cites W2069262403 @default.
• W2110403254 cites W2073640547 @default.
• W2110403254 cites W2074812030 @default.
• W2110403254 cites W2075672181 @default.
• W2110403254 cites W2077364631 @default.
• W2110403254 cites W2077979927 @default.

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