1. Adaptive slicing for functional slice inverse regression. (2024). Zheng, Linjuan ; Wang, Guochang ; Liang, Beiting.
   In: Statistical Papers.
   RePEc:spr:stpapr:v:65:y:2024:i:5:d:10.1007_s00362-023-01518-w.

   Full description at Econpapers || Download paper

2. Composite expectile estimation in partial functional linear regression model. (2024). Song, Xinyuan ; Yu, Ping ; Du, Jiang.
   In: Journal of Multivariate Analysis.
   RePEc:eee:jmvana:v:203:y:2024:i:c:s0047259x24000502.

   Full description at Econpapers || Download paper

3. Bayesian robust estimation of partially functional linear regression models using heavy-tailed distributions. (2020). Hou, Yiheng ; Shan, Guodong ; Liu, Baisen.
   In: Computational Statistics.
   RePEc:spr:compst:v:35:y:2020:i:4:d:10.1007_s00180-020-00975-3.

   Full description at Econpapers || Download paper

4. Composite quantile estimation in partial functional linear regression model with dependent errors. (2019). Zhang, Zhongzhan ; Zhu, Zhongyi ; Li, Ting ; Yu, Ping.
   In: Metrika: International Journal for Theoretical and Applied Statistics.
   RePEc:spr:metrik:v:82:y:2019:i:6:d:10.1007_s00184-018-0699-3.

   Full description at Econpapers || Download paper

5. Robust exponential squared loss-based estimation in semi-functional linear regression models. (2019). Zhang, Zhongzhan ; Zhu, Zhongyi ; Yu, Ping.
   In: Computational Statistics.
   RePEc:spr:compst:v:34:y:2019:i:2:d:10.1007_s00180-018-0810-2.

   Full description at Econpapers || Download paper

1. Akaike H (1974) A new look at the statistical model identification. IEEE Trans Autom Control 19:716–723.
   Paper not yet in RePEc: Add citation now
   

2. Aneiros-Pérez G, Vieu P (2006) Semi-functional partial linear regression. Stat Probab Lett 76:1102–1110.

3. Aneiros-Pérez G, Vieu P (2008) Nonparametric time series prediction: a semi-functional partial linear modeling. J Multivar Anal 99:834–857.

4. Baíllo A, Grané A (2009) Local linear regression for functional predictor and scalar response. J Multivar Anal 100:102–111.
   Paper not yet in RePEc: Add citation now
   
5. Burba F, Ferraty F, Vieu P (2009) K-nearest neighbour method in functional nonparametric regression. J Nonparametric Stat 21:453–469.
   Paper not yet in RePEc: Add citation now
   
6. Cai TT, Hall P (2006) Prediction in functional linear regression. Annals Stat 34:2159–2179.
   Paper not yet in RePEc: Add citation now
   

7. Cai Z, Fan J, Yao Q (2000) Functional-coefficient regression model for nonlinear time series. J Am Stat Assoc 95:941–956.

8. Cardot H, Ferraty F, Sarda P (1999) Functional linear model. Stat Prob Lett 45:11–22.

9. Cardot H, Ferraty F, Sarda P (2003) Spline estimators for the functional linear model. Stat Sin 13:571–591.
   Paper not yet in RePEc: Add citation now
   
10. Cardot H, Sarda P (2008) Varying-coefficient functional linear regression models. Commun Stat Theory Methods 37:3186–3203.
    Paper not yet in RePEc: Add citation now
    
11. Chen H (1991) Polynomial splines and nonparametric regression. J Nonparametric Stat 1:143–156.
    Paper not yet in RePEc: Add citation now
    
12. Crambes C, Kneip A, Sarda P (2009) Smoothing splines estimators for functional linear regression. Annals Stat 37:35–72.
    Paper not yet in RePEc: Add citation now
    
13. de Boor C (2001) A practical guide to splines. Springer, New York.
    Paper not yet in RePEc: Add citation now
    
14. DeVore RA, Lorentz GG (1993) Constructive approximation. Springer, Berlin.
    Paper not yet in RePEc: Add citation now
    
15. Ferraty F, Vieu P (2006) Nonparametric functional data analysis. Springer, New York.
    Paper not yet in RePEc: Add citation now
    
16. Hall P, Horowitz J (2007) Methodology and convergence rates for functional linear regression. Annals Stat 35:70–91.
    Paper not yet in RePEc: Add citation now
    
17. Huang JZ (2003a) Asymptotics for polynomial spline regression under weak conditions. Stat Probab Lett 65:207–216.
    Paper not yet in RePEc: Add citation now
    
18. Huang JZ (2003b) Local asymptotics for polynomial spline regression. Annals Stat 31:1600–1635.
    Paper not yet in RePEc: Add citation now
    
19. Huang JZ, Shen H (2004b) Functional coefficient regression models for non-linear time series: a polynomial spline approach. Scand J Stat 31:515–534.
    Paper not yet in RePEc: Add citation now
    
20. Huang JZ, Wu CO, Zhou L (2004a) Polynomial spline estimation and inference for varying coefficient model with longitudinal data. Stat Sin 14:763–788.
    Paper not yet in RePEc: Add citation now
    

21. Li Y, Hsing T (2007) On rates of convergence in functional linear regression. J Multivar Anal 98:1782–1804.

22. Lian H (2011) Functional partial linear model. J Nonparametric Stat 23:115–128.

23. Newey WK (1997) Convergence rates and asymptotic normality for series estimators. J Econom 79:147–168.

24. Ramsay J, Dalzell C (1991) Some tools for functional data analysis. J R Stat Soc Ser B 53:539–572.
    Paper not yet in RePEc: Add citation now
    
25. Ramsay J, Hooker G, Graves S (2009) Functional data analysis with R and Matlab. Springer, New York.
    Paper not yet in RePEc: Add citation now
    
26. Ramsay J, Silverman B (1997) Functional data analysis. Springer, New York.
    Paper not yet in RePEc: Add citation now
    
27. Ramsay J, Silverman B (2005) Functional data analysis, 2nd edn. Springer, New York.
    Paper not yet in RePEc: Add citation now
    
28. Rice JA, Silverman BW (1991) Estimating the mean and covariance structure nonparametrically when the data are curves. J R Stat Soc Ser B 53:233–243.
    Paper not yet in RePEc: Add citation now
    
29. Schwarz G (1978) Estimating the dimension of a model. Annals Stat 6:461–464.
    Paper not yet in RePEc: Add citation now
    
30. Shin H (2009) Partial functional linear regression. J Stat Plan Inference 139:3405–3418.
    Paper not yet in RePEc: Add citation now
    
31. Stone CJ (1994) The use of polynomial splines and their tensor products in multivariate function estimation (with discussion). Annals Stat 22:118–171.
    Paper not yet in RePEc: Add citation now
    
32. Stone CJ, Hansen M, Kooperberg C, Truong YK (1997) Polynomial splines and their tensor products in extended linear modeling (with discussion). Annals Stat 25:1371–1470.
    Paper not yet in RePEc: Add citation now
    

33. Zhang D, Lin X, Sowers M (2007) Two-stage functional mixed models for evaluating the effect of longitudinal covariate profiles on a scalar outcome. Biometrics 63:351–362.

34. Zhou J, Chen M (2012) Spline estimators for semi-functional linear model. Stat Probab Lett 82:505–513.

35. Zhou S, Shen X, Wolfe DA (1998) Local asymptotics for regression splines and confidence regions. Annals Stat 26:1760–1782.
    Paper not yet in RePEc: Add citation now
    

1. Single-index partially functional linear regression model. (2020). Zhang, Zhongzhan ; Yu, Ping ; Du, Jiang.
   In: Statistical Papers.
   RePEc:spr:stpapr:v:61:y:2020:i:3:d:10.1007_s00362-018-0980-6.

   Full description at Econpapers || Download paper

2. kNN estimation in functional partial linear modeling. (2020). Vieu, Philippe ; Ling, Nengxiang ; Aneiros, German.
   In: Statistical Papers.
   RePEc:spr:stpapr:v:61:y:2020:i:1:d:10.1007_s00362-017-0946-0.

   Full description at Econpapers || Download paper

3. Tests for the linear hypothesis in semi-functional partial linear regression models. (2019). Zhu, Shuzhi ; Zhao, Peixin.
   In: Metrika: International Journal for Theoretical and Applied Statistics.
   RePEc:spr:metrik:v:82:y:2019:i:2:d:10.1007_s00184-018-0680-1.

   Full description at Econpapers || Download paper

4. Robust exponential squared loss-based estimation in semi-functional linear regression models. (2019). Zhang, Zhongzhan ; Zhu, Zhongyi ; Yu, Ping.
   In: Computational Statistics.
   RePEc:spr:compst:v:34:y:2019:i:2:d:10.1007_s00180-018-0810-2.

   Full description at Econpapers || Download paper

5. A note on strong-consistency of componentwise ARH(1) predictors. (2019). Ruiz-Medina, M D ; Alvarez-Liebana, J.
   In: Statistics & Probability Letters.
   RePEc:eee:stapro:v:145:y:2019:i:c:p:224-228.

   Full description at Econpapers || Download paper

6. Wild bootstrap bandwidth selection of recursive nonparametric relative regression for independent functional data. (2019). Slaoui, Yousri.
   In: Journal of Multivariate Analysis.
   RePEc:eee:jmvana:v:173:y:2019:i:c:p:494-511.

   Full description at Econpapers || Download paper

7. Recent advances in functional data analysis and high-dimensional statistics. (2019). Fraiman, Ricardo ; Cao, Ricardo ; Vieu, Philippe ; Aneiros, German ; Genest, Christian.
   In: Journal of Multivariate Analysis.
   RePEc:eee:jmvana:v:170:y:2019:i:c:p:3-9.

   Full description at Econpapers || Download paper

8. Estimation and testing for partially functional linear errors-in-variables models. (2019). Yu, Zhou ; Liu, Yanghui ; Zhang, Riquan ; Lian, Heng ; Zhu, Hanbing.
   In: Journal of Multivariate Analysis.
   RePEc:eee:jmvana:v:170:y:2019:i:c:p:296-314.

   Full description at Econpapers || Download paper

9. Strongly consistent autoregressive predictors in abstract Banach spaces. (2019). Ruiz-Medina, Maria D ; Alvarez-Liebana, Javier.
   In: Journal of Multivariate Analysis.
   RePEc:eee:jmvana:v:170:y:2019:i:c:p:186-201.

   Full description at Econpapers || Download paper

10. Parameter regimes in partial functional panel regression. (2019). Walders, Fabian ; Liebl, Dominik.
    In: Econometrics and Statistics.
    RePEc:eee:ecosta:v:11:y:2019:i:c:p:105-115.

    Full description at Econpapers || Download paper

11. Bootstrap in semi-functional partial linear regression under dependence. (2018). Vieu, Philippe ; Raa, Paula ; Vilar, Juan ; Aneiros, German.
    In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research.
    RePEc:spr:testjl:v:27:y:2018:i:3:d:10.1007_s11749-017-0566-y.

    Full description at Econpapers || Download paper

12. Semi-functional partial linear quantile regression. (2018). Lu, Zhiping ; Zhang, Riquan ; Ding, Hui.
    In: Statistics & Probability Letters.
    RePEc:eee:stapro:v:142:y:2018:i:c:p:92-101.

    Full description at Econpapers || Download paper

13. On dimension reduction models for functional data. (2018). Vieu, Philippe.
    In: Statistics & Probability Letters.
    RePEc:eee:stapro:v:136:y:2018:i:c:p:134-138.

    Full description at Econpapers || Download paper

14. Asymptotic properties of a component-wise ARH(1) plug-in predictor. (2017). Ruiz-Medina, M D ; Alvarez-Liebana, J ; Bosq, D.
    In: Journal of Multivariate Analysis.
    RePEc:eee:jmvana:v:155:y:2017:i:c:p:12-34.

    Full description at Econpapers || Download paper

15. Penalized spline estimation in the partially linear model. (2017). Holland, Ashley D.
    In: Journal of Multivariate Analysis.
    RePEc:eee:jmvana:v:153:y:2017:i:c:p:211-235.

    Full description at Econpapers || Download paper

16. Data-driven kNN estimation in nonparametric functional data analysis. (2017). Vieu, Philippe ; Rachdi, Mustapha ; Kara, Lydia-Zaitri ; Laksaci, Ali.
    In: Journal of Multivariate Analysis.
    RePEc:eee:jmvana:v:153:y:2017:i:c:p:176-188.

    Full description at Econpapers || Download paper

17. Asymptotic normality of locally modelled regression estimator for functional data. (2016). Zhou, Zhiyong ; Lin, Zhengyan.
    In: Journal of Nonparametric Statistics.
    RePEc:taf:gnstxx:v:28:y:2016:i:1:p:116-131.

    Full description at Econpapers || Download paper

18. Rejoinder on: Probability enhanced effective dimension reduction for classifying sparse functional data. (2016). Wu, Yichao ; Zou, Jialin ; Yao, Fang.
    In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research.
    RePEc:spr:testjl:v:25:y:2016:i:1:p:52-58.

    Full description at Econpapers || Download paper

19. Comments on: Probability enhanced effective dimension reduction for classifying sparse functional data. (2016). Vieu, Philippe ; Aneiros, German.
    In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research.
    RePEc:spr:testjl:v:25:y:2016:i:1:p:27-32.

    Full description at Econpapers || Download paper

20. Rejoinder on: Probability enhanced effective dimension reduction for classifying sparse functional data. (2016). Wu, Yichao ; Zou, Jialin ; Yao, Fang.
    In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research.
    RePEc:spr:testjl:v:25:y:2016:i:1:d:10.1007_s11749-015-0478-7.

    Full description at Econpapers || Download paper

21. A test of linearity in partial functional linear regression. (2016). Zhang, Zhongzhan ; Yu, Ping ; Du, Jiang.
    In: Metrika: International Journal for Theoretical and Applied Statistics.
    RePEc:spr:metrik:v:79:y:2016:i:8:d:10.1007_s00184-016-0584-x.

    Full description at Econpapers || Download paper

22. A Bayesian approach for determining the optimal semi-metric and bandwidth in scalar-on-function quantile regression with unknown error density and dependent functional data. (2016). Shang, Han Lin.
    In: Journal of Multivariate Analysis.
    RePEc:eee:jmvana:v:146:y:2016:i:c:p:95-104.

    Full description at Econpapers || Download paper

23. Generalized linear model with functional predictors and their derivatives. (2016). Marion, Jean-Marie ; Pumo, Besnik ; Ahmedou, Aziza .
    In: Journal of Multivariate Analysis.
    RePEc:eee:jmvana:v:146:y:2016:i:c:p:313-324.

    Full description at Econpapers || Download paper

24. Multivariate functional linear regression and prediction. (2016). Chen, Yu-Ting ; Yang, Ya-Fang ; Chiou, Jeng-Min.
    In: Journal of Multivariate Analysis.
    RePEc:eee:jmvana:v:146:y:2016:i:c:p:301-312.

    Full description at Econpapers || Download paper

25. Relative-error prediction in nonparametric functional statistics: Theory and practice. (2016). Rachdi, Mustapha ; Demongeot, Jacques ; Laksaci, Ali ; Hamie, Ali .
    In: Journal of Multivariate Analysis.
    RePEc:eee:jmvana:v:146:y:2016:i:c:p:261-268.

    Full description at Econpapers || Download paper

26. Plug-in prediction intervals for a special class of standard ARH(1) processes. (2016). Fernandez-Pascual, R ; Ruiz-Medina, M D ; Romano, E.
    In: Journal of Multivariate Analysis.
    RePEc:eee:jmvana:v:146:y:2016:i:c:p:138-150.

    Full description at Econpapers || Download paper

27. Adaptive estimation in the functional nonparametric regression model. (2016). Chagny, Gaelle ; Roche, Angelina.
    In: Journal of Multivariate Analysis.
    RePEc:eee:jmvana:v:146:y:2016:i:c:p:105-118.

    Full description at Econpapers || Download paper

28. Mixture of functional linear models and its application to CO2-GDP functional data. (2016). Wu, Xing ; Yao, Weixin ; Wang, Shaoli ; Huang, Mian.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:97:y:2016:i:c:p:1-15.

    Full description at Econpapers || Download paper

29. Interaction models for functional regression. (2016). Usset, Joseph ; Maity, Arnab ; Staicu, Ana-Maria.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:94:y:2016:i:c:p:317-329.

    Full description at Econpapers || Download paper

30. Partial linear modelling with multi-functional covariates. (2015). Vieu, Philippe ; Aneiros, German.
    In: Computational Statistics.
    RePEc:spr:compst:v:30:y:2015:i:3:p:647-671.

    Full description at Econpapers || Download paper

31. Nested nonnegative cone analysis. (2015). Lu, Shu ; Zhang, Lingsong ; Marron, J. S..
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:88:y:2015:i:c:p:100-110.

    Full description at Econpapers || Download paper

32. Bayesian bandwidth estimation for a semi-functional partial linear regression model with unknown error density. (2014). Shang, Han Lin.
    In: Computational Statistics.
    RePEc:spr:compst:v:29:y:2014:i:3:p:829-848.

    Full description at Econpapers || Download paper

33. The M-estimator for functional linear regression model. (2014). Huang, Lele ; Wang, Huiwen ; Zheng, Andi.
    In: Statistics & Probability Letters.
    RePEc:eee:stapro:v:88:y:2014:i:c:p:165-173.

    Full description at Econpapers || Download paper

34. Covariance operator estimation of a functional autoregressive process with random coefficients. (2014). Mourid, Tahar ; Allam, Abdelaziz.
    In: Statistics & Probability Letters.
    RePEc:eee:stapro:v:84:y:2014:i:c:p:1-8.

    Full description at Econpapers || Download paper

35. Series expansion for functional sufficient dimension reduction. (2014). Lian, Heng.
    In: Journal of Multivariate Analysis.
    RePEc:eee:jmvana:v:124:y:2014:i:c:p:150-165.

    Full description at Econpapers || Download paper

36. Partially linear modeling of conditional quantiles using penalized splines. (2014). Yu, Yan ; Wu, Chaojiang.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:77:y:2014:i:c:p:170-187.

    Full description at Econpapers || Download paper

37. Estimator selection and combination in scalar-on-function regression. (2014). Goldsmith, Jeff ; Scheipl, Fabian.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:70:y:2014:i:c:p:362-372.

    Full description at Econpapers || Download paper

38. Functional projection pursuit regression. (2013). VIEU, P. ; Ferraty, F. ; Salinelli, E. ; Goia, A..
    In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research.
    RePEc:spr:testjl:v:22:y:2013:i:2:p:293-320.

    Full description at Econpapers || Download paper

39. Generalized additive models for functional data. (2013). Gonzalez-Manteiga, Wenceslao ; Febrero-Bande, Manuel.
    In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research.
    RePEc:spr:testjl:v:22:y:2013:i:2:p:278-292.

    Full description at Econpapers || Download paper

40. No effect tests in regression on functional variable and some applications to spectrometric studies. (2013). Delsol, Laurent.
    In: Computational Statistics.
    RePEc:spr:compst:v:28:y:2013:i:4:p:1775-1811.

    Full description at Econpapers || Download paper

41. Testing linearity in semi-parametric functional data analysis. (2013). Vieu, Philippe ; Aneiros-Perez, German .
    In: Computational Statistics.
    RePEc:spr:compst:v:28:y:2013:i:2:p:413-434.

    Full description at Econpapers || Download paper

42. Bayesian bandwidth estimation for a nonparametric functional regression model with unknown error density. (2013). Shang, Han Lin.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:67:y:2013:i:c:p:185-198.

    Full description at Econpapers || Download paper

43. Spline estimators for semi-functional linear model. (2012). Chen, Min ; Zhou, Jianjun.
    In: Statistics & Probability Letters.
    RePEc:eee:stapro:v:82:y:2012:i:3:p:505-513.

    Full description at Econpapers || Download paper

44. Partially linear varying coefficient models stratified by a functional covariate. (2012). Huang, Jianhua Z. ; Maity, Arnab.
    In: Statistics & Probability Letters.
    RePEc:eee:stapro:v:82:y:2012:i:10:p:1807-1814.

    Full description at Econpapers || Download paper

45. On prediction rate in partial functional linear regression. (2012). Lee, Myung Hee ; Shin, Hyejin.
    In: Journal of Multivariate Analysis.
    RePEc:eee:jmvana:v:103:y:2012:i:1:p:93-106.

    Full description at Econpapers || Download paper

46. Automatic estimation procedure in partial linear model with functional data. (2011). Vieu, Philippe ; Aneiros-Perez, German .
    In: Statistical Papers.
    RePEc:spr:stpapr:v:52:y:2011:i:4:p:751-771.

    Full description at Econpapers || Download paper

47. Principal components for multivariate functional data. (2011). Svarc, M. ; Berrendero, J. R. ; Justel, A..
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:55:y:2011:i:9:p:2619-2634.

    Full description at Econpapers || Download paper

48. Functional semiparametric partially linear model with autoregressive errors. (2010). Dabo-Niang, Sophie ; Guillas, Serge.
    In: Journal of Multivariate Analysis.
    RePEc:eee:jmvana:v:101:y:2010:i:2:p:307-315.

    Full description at Econpapers || Download paper

49. Additive prediction and boosting for functional data. (2009). Vieu, Philippe ; Ferraty, Frederic.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:53:y:2009:i:4:p:1400-1413.

    Full description at Econpapers || Download paper

50. Nonparametric time series prediction: A semi-functional partial linear modeling. (2008). Vieu, Philippe ; Aneiros-Perez, German .
    In: Journal of Multivariate Analysis.
    RePEc:eee:jmvana:v:99:y:2008:i:5:p:834-857.

    Full description at Econpapers || Download paper

Report date: 2025-10-04 10:02:57 || Missing content? Let us know