Process Capability: Definition and standard evaluation: Process Capability tells you, to what extent the process is likely to satisfy the customer's wish. Standard Process Capability calculations assume 99.73% coverage of the process mapped as σ 3 ± x. Where x is the process mean σ is the process standard deviation. The standard evaluation of Process Capability Indices Cp & Cpk is given by the ...

The usability maturity of two organisations was assessed using the model in ISO TR 18529 to identify the need for usability process improvement. The results were used to select simple user-based methods implementing the recommendations in ISO 13407 and were applied in trial development projects over a 12-month period. A second usability capability assessment at the end of the trial demonstrated...

Capability indices compare the actual performance of a manufacturing process to the desired performance. In practice these indices are estimated using sample data, often with quite small sample sizes. Thus, it is of interest to obtain confidence limits for actual capability index given a sample estimate. Most of the traditional methods for assessing the capability of manufacturing process are d...

J. Chemom A new procedure with high ability to enhance prediction of multivariate calibration models with a small number of interpretable variables is presented. The core of this methodology is to sort the variables from an informative vector, followed by a systematic investigation of PLS regression models with the aim of finding the most relevant set of variables by comparing the cross-validat...

Meta-analysis is a standard statistical method used to combine the conclusions of individual studies that are related and the results of single study alone can not answered to deal with issues. The data are summarized by one or more outcome measure estimates along with their standard errors. The multivariate model and the variations between studies are not considered in most articles. Here we d...

As is discussed by Walker, Abraham De Moivre first discovered the Normal distribution in 1733. This theoretical distribution has since been found to model many real life situations well, including distributions of heights and weights. It is very important in statistical theory, for example via the Central Limit Theorem (CLT). Though this theorem assists us in control chart methodology, it serve...

Sayan Mukherjee CBCL, MIT E25-201 Cambridge, MA 02142 [email protected] A new method for multivariate density estimation is developed based on the Support Vector Method (SVM) solution of inverse ill-posed problems. The solution has the form of a mixture of densities. This method with Gaussian kernels compared favorably to both Parzen's method and the Gaussian Mixture Model method. For synthetic ...

This paper presents a learning based approach to tracking articulated human body motion from a single camera. In order to address the problem of pose ambiguity, a one-to-many mapping from image features to state space is learned using a set of relevance vector machines, extended to handle multivariate outputs. The image features are Hausdorff matching scores obtained by matching different shape...

Acceptance sampling plan is a method to make decision on either accepting or rejecting a specific lot or more generally to inspect the quality of products that can be used by different methods. Along with this, one suitable measure to improve manufacturing processes is to analyze process capability indices. These indices have many applications in production environments. In this paper, a repeti...