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Randomized encouragement trial is the clinical trials in which the participants are encouraged to change their behaviour in a particular manner (or not, if they are allocated to the control condition) but there is a little expectation on the behalf of the trial investigators that the participants will fully comply with the request or that there will not be the substantial minority who change their behaviour in the desired way without actually being asked (by trial investigators, at least) to do so. An instance includes randomizing expectant mothers (who are cigarette smokers) to receive the advice to cut down on or completely stop smoking during the pregnancy period. Number of the mothers will fail to reduce their smoking habits even though they have received sufficient encouragement to do so. On the other hand, number of them will cut down whether or not they have received the advice suggesting that they should stop smoking. Randomized encouragement to take part in the cancer screening programmes is another example of it. Again, adherence to the offer of screening will be far from the complete, but, on the other hand, there will always be people who will ask for examination in any case
Calibration : A procedure which enables a series of simply obtainable but inaccurate measurements of some quantity of interest to be used to provide more precise estimates of the r
Q. A toothpaste company want to know if its new product increases the length of time in-between dentist visit to its user. The company sets a target for 180 days to determine if it
Coincidences : Astonishing concurrence of the events, perceived as meaningfully related, with no apparent causal connection. Such type of events abounds in everyday life and is oft
An analyst counted 17 A/B runs and 26 time series observations. Do these results suggest that the data are nonrandom? Explain
Component bar chart : A bar chart which shows the component parts of the aggregate represented by the whole length of the bar. The component parts are shown as the sectors of bar w
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The nonparametric Bayesian inference approach to using the finite mixture distributions for modelling data suspected of the containing distinct groups of observations; this approac
what are all the organs
Evaluate the following statistical arguments. Begin by identifying the sample, population, and the property which is being investigated. Do these arguments sound acceptable? Would
An investor with a stock portfolio sued his broker, claiming that a lack of diversification in his portfolio had led to poor performance. The data, shown below, are the rates of re
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