Quantile regression for longitudinal data

Chambers, 1998

Cole, 1988, Fitting smoothed centile curves to reference data, J. Roy. Statist. Soc. A, 151, 385, 10.2307/2982992

Donoho, 1998, Atomic decomposition by basis pursuit, SIAM J. Sci. Comput., 20, 33, 10.1137/S1064827596304010

Goldberger, 1962, Best linear unbiased prediction in the generalized linear regression model, J. Amer. Statist. Assoc., 57, 369, 10.1080/01621459.1962.10480665

Henderson, 1950, Estimation of Genetic Parameters (Abstract), Ann. Math. Statist., 21, 309

Ihaka, 1996, R, J. Comput. Graphical Statist., 5, 299

Knight, 1998, Ann. Statist., 26, 755, 10.1214/aos/1028144858

K. Knight, Comparing conditional quantile estimators: first and second order considerations, preprint, 2001

Knight, 2000, Asymptotics for Lasso-type estimators, Ann. Statist., 28, 1356, 10.1214/aos/1015957397

Koenker, 1984, A note on L-estimators for linear models, Statist. Probab. Lett., 2, 323, 10.1016/0167-7152(84)90040-3

Koenker, 1978, Regression quantiles, Econometrica, 46, 33, 10.2307/1913643

Koenker, 2003, SparseM, J. Statist. Software, 8, 1, 10.18637/jss.v008.i06

Lindley, 1972, Bayes estimates for the linear model, J. Roy. Statist. Soc. (B), 34, 1

Mosteller, 1946, On some useful “inefficient” statistics, Ann. Math. Statist., 17, 377, 10.1214/aoms/1177730881

Rao, 1973

Robinson, 1991, That BLUP is a good thing, Statist. Sci., 6, 15, 10.1214/ss/1177011926

Ruppert, 1980, Trimmed least squares estimation in the linear model, J. Am. Stat. Asso., 75, 828, 10.1080/01621459.1980.10477560

Saunders, 1994, Major Cholesky would feel proud, ORSA J. Comput., 6, 23, 10.1287/ijoc.6.1.23

1959

Tibshirani, 1996, Regression shrinkage and selection via the lasso, J. Roy. Statist. Soc. B, 58, 267