Multinomial goodness-of-fit: large sample tests with survey design correction and exact tests for small samples

A new Stata command called -mgof- is introduced. The command is used to compute distributional tests for discrete (categorical, multinomial) variables. Apart from classic large sample $\chi^2$-approximation tests based on Pearson's $X^2$, the likelihood ratio, or any other statistic from the power-divergence family (Cressie and Read 1984), large sample tests for complex survey designs and exact tests for small samples are supported. The complex survey correction is based on the approach by Rao and Scott (1981) and parallels the survey design correction used for independence tests in -svy:tabulate-. The exact tests are computed using Monte Carlo methods or exhaustive enumeration. An exact Kolmogorov-Smirnov test for discrete data is also provided.

Value Creation in Family Firms: A Model of Fit

We propose a framework describing how family ownership can create or destroy value depending on the goals, resources, and governance of the family firm, which are each influenced by the family owners. Taking a contingency perspective, we suggest that a fit is required for all three elements – family- influenced goals, resources, and governance – for the family firm to flourish over generations. We conclude with a suggested research agenda indicating research opportunities at the nexus of these identified elements. Further we provide some guiding questions for practitioners that might stimulate fruitful discussions among family firm owners and managers about how to realize ‘‘fit.’’

The great south land; the river Plate and southern Brazil of to-day,

Mode of access: Internet.

Study of older child restraint/booster seat fit and NASS injury analysis. Final report.

National Highway Traffic Safety Administration, Washington, D.C.

Evaluation of Hunter heavy duty plate brake tester. Interim final report.

National Highway Traffic Safety Administration, Washington, D.C.

Crash tests of five-foot radius plate beam guardrail. Final report.

Minnesota Department of Highways, St. Paul

Comfort and convenience specifications for safety belts: shoulder belt fit, pressure and pullout forces. Final report.

National Highway Traffic Safety Administration, Washington, D.C.

Assessment of impoundment and forfeiture laws for drivers convicted of DUI. Phase II report: evaluation of Oregon and Washington Vehicle Plate Zebra Sticker Laws. Final report.

National Highway Traffic Safety Administration, Washington, D.C.