Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems. Harville, D. A. Journal of the American Statistical Association, 72(358):320–338, June, 1977.
Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems [link]Paper  doi  bibtex   
@article{harville_maximum_1977,
	title = {Maximum {Likelihood} {Approaches} to {Variance} {Component} {Estimation} and to {Related} {Problems}},
	volume = {72},
	issn = {0162-1459, 1537-274X},
	url = {http://www.tandfonline.com/doi/abs/10.1080/01621459.1977.10480998},
	doi = {10.1080/01621459.1977.10480998},
	language = {en},
	number = {358},
	urldate = {2022-08-30},
	journal = {Journal of the American Statistical Association},
	author = {Harville, David A.},
	month = jun,
	year = {1977},
	keywords = {EM, expectation-maximization algorithm, ML, Maximum Likelihood, REML, Restricted Maximum Likelihood, lmm, lme, mixed-effects/multilevel/hierarchical/longitudinal/repeated measures models},
	pages = {320--338},
}

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