Concepedia

Partially Linear Models

Partially Linear Models is a semiparametric modeling framework in which the response variable is expressed as the sum of a linear function of some explanatory variables and a nonparametric function of other variables, allowing for flexible functional form estimation while maintaining interpretability of key covariate effects.

343

Publications

42.1K

Citations

521

Authors

285

Institutions

Publications per year

2017–2026

53

Parents

Publications

343

Partial least-squares regression: a tutorial

Paul Geladi, Bruce R. Kowalski · Analytica Chimica Acta · 1986 · 6.9K citations

, , +7

Estimating and Testing Linear Models with Multiple Structural Changes

Jushan Bai, Pierre Perrón · Econometrica · 1998 · 6K citations · Full text

, , +13

Partial Least Squares Structural Equation Modeling: Rigorous Applications, Better Results and Higher Acceptance

Joseph F. Hair, Christian M. Ringle, Marko Sarstedt · Long Range Planning · 2013 · 5.1K citations

, , +13

Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models

Arthur Lewbel · Journal of Business and Economic Statistics · 2012 · 2.6K citations

, , +16

SAS System for Linear Models

Mervyn G. Marasinghe, Rudolf J. Freund, Ramon C. Littell et al. · Technometrics · 1988 · 1.1K citations

, , +10

1–5 of 343

Authors

521

  1. HL
    Hua Liang

    George Washington University, United States

    21 publications · 1.7K citations

    16

    h-index

  2. GA
    Germán Aneiros

    Universidade da Coruña, Spain

    11 publications · 452 citations

    11

    h-index

  3. JY
    Jinhong You

    Shanghai University of Finance and Economics, China

    14 publications · 569 citations

    11

    h-index

  4. HL
    Heng Lian

    Nanyang Technological University, Singapore

    10 publications · 292 citations

    10

    h-index

  5. RJ
    Raymond J. Carroll

    Texas A&M University, United States

    9 publications · 1.9K citations

    9

    h-index

1–5 of 521

Institutions

285

  1. Beijing University of Technology

    Beijing, China

    16 h-index

    39 publications

    1.3K citations

  2. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    14 h-index

    16 publications

    1.7K citations

  3. Texas A&M University

    College Station, United States

    13 h-index

    25 publications

    3.1K citations

  4. Academy of Mathematics and Systems Science

    Beijing, China

    13 h-index

    21 publications

    922 citations

  5. East China Normal University

    Shanghai, China

    11 h-index

    20 publications

    702 citations

  6. Hong Kong Baptist University

    Hong Kong, Hong Kong

    11 h-index

    11 publications

    312 citations

  7. Shanghai University of Finance and Economics

    Shanghai, China

    10 h-index

    13 publications

    398 citations

  8. Universidade da Coruña

    A Coruña, Spain

    10 h-index

    15 publications

    493 citations

1–8 of 285

Venues

  1. Journal of Multivariate Analysis

    35 publications · 1.6K citations

    23

    h-index

  2. The Annals of Statistics

    17 publications · 1.9K citations

    16

    h-index

  3. Computational Statistics & Data Analysis

    CSDA · 20 publications · 656 citations

    15

    h-index

  4. Journal of the American Statistical Association

    15 publications · 2.3K citations

    14

    h-index

  5. Journal of Statistical Planning and Inference

    18 publications · 544 citations

    14

    h-index

1–5