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Visualizing Type II Error in Normality Tests

Pengarang : -
Nama Majalah/Jurnal : The American Statistician
Volume / Edisi : 72 (No. 2)
Halaman : 158-162
Abstrak : A skewed exponential power distribution, with parameters defining kurtosis and skewness, is introduced as a way to visualize Type II error in normality tests. By varying these parameters a mosaic of distributions is built, ranging from double exponential to uniform or from positive to negative exponential; the normal distribution is a particular case located in the center of the mosaic. Using a sequential color scheme, a different color is assigned to each distribution in the mosaic depending on the probability of committing a Type II error. This graph gives a visual representation of the power of the performed test. This way of representing results facilitates the comparison of the power of various tests and the influence of sample size. A script to perform this graphical representation, programmed in the R statistical software, is available online as supplementary material.

A Note on “Shaved Dice” Inference

Pengarang : -
Nama Majalah/Jurnal : The American Statistician
Volume / Edisi : 72 (No. 2)
Halaman : 155-157
Abstrak : Two dice are rolled repeatedly, only their sum is registered. Have the two dice been “shaved,” so two of the six sides appear more frequently? Pavlides and Perlman discussed this somewhat complicated type of situation through curved exponential families. Here, we contrast their approach by regarding data as incomplete data from a simple exponential family. The latter, supplementary approach is in some respects simpler, it provides additional insight about the relationships among the likelihood equation, the Fisher information, and the EM algorithm, and it illustrates the information content in ancillary statistics.

ANALISIS KEBUDAYAN 1981/1982

Pengarang : -
Nama Majalah/Jurnal : Analisis Kebudayaan
Volume / Edisi : III-2, - (No. 2)
Halaman : 150-158
Abstrak : -

PENGAJIAN WARISAN KEBUDAYAAN INDONESIA

Pengarang : Ny. Roestiyah Notokusumo
Nama Majalah/Jurnal : Analisis Kebudayaan
Volume / Edisi : III-2, - (No. 2)
Halaman : 138-149
Abstrak : -

SESAJI BOYONG WUKIR

Pengarang : -
Nama Majalah/Jurnal : Analisis Kebudayaan
Volume / Edisi : III-2, - (No. 2)
Halaman : 129-137
Abstrak : -

On Teaching Statistical Practice: From Novice to Expert

Pengarang : Joel B. Greenhouse
Nama Majalah/Jurnal : The American Statistician
Volume / Edisi : 72 (No. 2)
Halaman : 147-154
Abstrak : This article introduces principles of learning based on research in cognitive science that help explain how learning works. We adapt these principles to the teaching of statistical practice and illustrate the application of these principles to the curricular design of a new master's degree program in applied statistics. We emphasize how these principles can be used not only to improve instruction at the course level but also at the program level.

PUNDEN CEMORO BULUS DI LERENG BARAT GUNUNG LAWU

Pengarang : Nancy K. Suhut
Nama Majalah/Jurnal : Analisis Kebudayaan
Volume / Edisi : III-2, - (No. 2)
Halaman : 123-128
Abstrak : -

A Note on Collinearity Diagnostics and Centering

Pengarang : Santiago Velilla
Nama Majalah/Jurnal : The American Statistician
Volume / Edisi : 72 (No. 2)
Halaman : 140-146
Abstrak : The usual approach for diagnosing collinearity proceeds by centering and standardizing the regressors. The sample correlation matrix of the predictors is then the basic tool for describing approximate linear combinations that may distort the conclusions of a standard least-square analysis. However, as indicated by several authors, centering may eventually fail to detect the sources of ill-conditioning. In spite of this earlier claim, there does not seem to be in the literature a fully clear explanation of the reasons for this bad potential behavior of the traditional strategy for analyzing collinearity. This note studies this issue in some detail. Results derived are motivated by the analysis of a well-known real dataset. Practical conclusions are illustrated with several examples.

PUSTAKA RAJYA-RAJYA I BHUMI NUSANTARA

Pengarang : Ayatrohaedi
Nama Majalah/Jurnal : Analisis Kebudayaan
Volume / Edisi : III-2, - (No. 2)
Halaman : 111-122
Abstrak : -

KEADAAN NASKAH SUNDA DEWASA INI

Pengarang : -
Nama Majalah/Jurnal : Analisis Kebudayaan
Volume / Edisi : III-2, - (No. 2)
Halaman : 104-110
Abstrak : -
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