windspeed {mice} | R Documentation |
Subset of Irish wind speed data
data(windspeed)
A data frame with 433 rows and 6 columns containing the daily average wind speeds within the period 1961-1978 at meteorological stations in the Republic of Ireland. The data are a random sample from a larger data set.
RochePt
Roche Point
Rosslare
Rosslare
Shannon
Shannon
Dublin
Dublin
Clones
Clones
MalinHead
Malin Head
The original data set is much larger and was analyzed in detail by Haslett and Raftery (1989). Van Buuren et al (2006) used this subset to investigate the influence of extreme MAR mechanisms on the quality of imputation.
Haslett, J. and Raftery, A. E. (1989). Space-time Modelling with Long-memory Dependence: Assessing Ireland's Wind Power Resource (with Discussion). Applied Statistics 38, 1-50. http:http://lib.stat.cmu.edu/datasets/wind.desc http:http://lib.stat.cmu.edu/datasets/wind.data
Van Buuren, S., Brand, J.P.L., Groothuis-Oudshoorn C.G.M., Rubin, D.B. (2006) Fully conditional specification in multivariate imputation. Journal of Statistical Computation and Simulation, 76, 12, 1049–1064. http://www.stefvanbuuren.nl/publications/FCS in multivariate imputation - JSCS 2006.pdf
windspeed[1:3,]