Literature DB >> 16592540

Strong consistency of least squares estimates in multiple regression.

T L Lai1, H Robbins, C Z Wei.   

Abstract

The strong consistency of least squares estimates in multiple regression models with independent errors is obtained under minimal assumptions on the design and weak moment conditions on the errors.

Year:  1978        PMID： 16592540      PMCID： PMC392707          DOI： 10.1073/pnas.75.7.3034

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN： 0027-8424            Impact factor:   11.205


  1 in total

1.  Strong consistency of least-squares estimates in regression models.

Authors:  T L Lai; H Robbins
Journal:  Proc Natl Acad Sci U S A       Date:  1977-07       Impact factor: 11.205
  1 in total
  6 in total

1.  Classification of Alzheimer disease, mild cognitive impairment, and normal cognitive status with large-scale network analysis based on resting-state functional MR imaging.

Authors:  Gang Chen; B Douglas Ward; Chunming Xie; Wenjun Li; Zhilin Wu; Jennifer L Jones; Malgorzata Franczak; Piero Antuono; Shi-Jiang Li
Journal:  Radiology       Date:  2011-01-19       Impact factor: 11.105

2.  The impact of psychopathology, social adversity and stress-relevant DNA methylation on prospective risk for post-traumatic stress: A machine learning approach.

Authors:  Agaz H Wani; Allison E Aiello; Grace S Kim; Fei Xue; Chantel L Martin; Andrew Ratanatharathorn; Annie Qu; Karestan Koenen; Sandro Galea; Derek E Wildman; Monica Uddin
Journal:  J Affect Disord       Date:  2020-12-24       Impact factor: 4.839

3.  Let continuous outcome variables remain continuous.

Authors:  Enayatollah Bakhshi; Brian McArdle; Kazem Mohammad; Behjat Seifi; Akbar Biglarian
Journal:  Comput Math Methods Med       Date:  2012-05-29       Impact factor: 2.238

4.  Potential and efficiency of statistical learning closely intertwined with individuals' executive functions: a mathematical modeling study.

Authors:  Jungtak Park; Hee-Dong Yoon; Taehyun Yoo; Minho Shin; Hyeon-Ae Jeon
Journal:  Sci Rep       Date:  2020-11-02       Impact factor: 4.379

5.  New machine learning and physics-based scoring functions for drug discovery.

Authors:  Isabella A Guedes; André M S Barreto; Diogo Marinho; Eduardo Krempser; Mélaine A Kuenemann; Olivier Sperandio; Laurent E Dardenne; Maria A Miteva
Journal:  Sci Rep       Date:  2021-02-04       Impact factor: 4.379

6.  The feasibility of granzyme B levels using an amperometric immunosensor for lung cancer detection.

Authors:  Jae Heun Chung; Seong Hoon Yoon; Doosoo Jeon; Ho Jung Choi; Kisung Moon; Sunyoung Kwon; Heru Agung Saputra; Yun Seong Kim; Yoon-Bo Shim
Journal:  Ann Transl Med       Date:  2022-06
  6 in total

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