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Grade of membership model: This is the general distribution free method for the clustering of the multivariate data in which only categorical variables are included. The model assumes that the individuals can exhibit characteristics of more than one cluster, and that the state of the individual can be represented by the set or group of numerical quantities, each one equivalent to one of the clusters, which measure the 'strength' or grade of the membership of the individual for the cluster. Evaluation of these quantities and the other parameters in the model is undertaken by the maximum likelihood estimation.
The probability distribution of the various observations is required to obtain the run of two successes in the series of Bernoulli trials with the probability of success equal to a
Models which make use of the smoothing techniques such as locally weighted regression to identify and represent the possible non-linear relationships between the explanatory and th
Difference b/w historigram and histogram
Lorenz curve : Essentially the graphical representation of cumulative distribution of the variable, most often used for the income. If the risks of disease are not monotonically in
A term usually used for unobserved individual heterogeneity. Such variation is of main concern in the medical statistics particularly in the analysis of the survival times where ha
Geographical information system (gis): The software and hardware configurations through which the digital georeferences are processed and displayed. Used to recognize the geograph
Confidence interval : A range of the values, calculated from the sample observations which is believed, with the particular probability, to posses the true parameter value. A 95% c
what is measures of variability?
Described by the leading proponent as 'the conscientious, explicit, and judicious uses of present best evidence in making the decisions about the care of individual patients, and
Reasons for screening data Garbage in-garbage out Missing data a. Amount of missing data is less crucial than the pattern of it. If randomly
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