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The extent of money available in the scheme, and the conditions which attach to the mortgage guarantees, restrict the likelihood of Help to Buy creating a housing boom.
We anticipate that the final meta-analysis developed according to this protocol will appear transparent, and restrict the likelihood of reviewers biased interpretation.
Having a protocol can help restrict the likelihood of biased post hoc decisions in review methods, such as selective outcome reporting.
Having a protocol can help to restrict the likelihood of undeclared post hoc changes to the trial methods and selective outcome reporting (see item 6b).
One limitation of this study is the relatively small number of study communities, which might restrict the likelihood of detecting significant random effects of individual-level variables in multilevel modeling.
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Data were analysed with linear mixed models using the lmer function fitted by the restricted maximum likelihood from the package 'lme4' (Bates and Sarkar, 2009) using R software (R Development Core Team, 2013).
The parameters are estimated by maximizing the restricted maximum likelihood using the Newton Raphson algorithm [ 33].
The restricted maximum likelihood procedure of the primary analysis produces approximately unbiased estimates of the treatment effects so long as data are missing at random [ 42] and is less sensitive to missing data than analyses restricting to complete data [ 43].
67686970 70 We fitted the above model by using the restricted maximum likelihood estimation to obtain the best fitting variance-covariance matrix.
In the present study we also included the restricted maximum likelihood [ 34] and the empirical Bayes [ 35] estimators in conjunction with the inverse variance approach.
Variance decomposition was performed with SAS 9.2 using the procedure MIXED and the COVTEST option and the restricted maximum likelihood method.
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