Process control for categorical (ordinal) data

نویسندگان

چکیده

Quality improvement is playing the key role in success of a business. Reduction variability main step for quality. Control charts are developed purpose monitoring quality characteristics with aim reducing variability. In many industries instead continuous variable categorical (ordinal) data used to measure interest. Hence developing control techniques ordinal has become recent research focus. practitioners often face problem select appropriate technique practical field since there quite few available literature this purpose. paper we have studied various and compared their performance detect shift location parameter. Data were simulated from Normal distribution average run length (ARL) computed different values mean (both positive negative direction) using methodologies under study. The best was identified respect ARL.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

The Assignment of Scores Procedure for Ordinal Categorical Data

Ordinal data are the most frequently encountered type of data in the social sciences. Many statistical methods can be used to process such data. One common method is to assign scores to the data, convert them into interval data, and further perform statistical analysis. There are several authors who have recently developed assigning score methods to assign scores to ordered categorical data. Th...

متن کامل

Simulating from graphical models for ordinal categorical data

Multivariate ordinal categorical data is encountered in many fields of research. For analysis and data reduction the conditional independence properties of these data are studied in graphical models. However, to simulate multivariate ordinal data with a specific conditional independence structure, for use in simulation studies or computer intensive methods of inference, is non-trivial. We prese...

متن کامل

Recursive parameter estimation for categorical process control

Statistical process adjustment (SPA) is utilised prevalently in novel manufacturing scenarios. When quality characteristics rather than internal process variables are inspected for the purpose of quality control, data with different resolutions may be collected. This paper proposes a Bayesian framework for parameter estimation when only categorical observations are available. The proposed metho...

متن کامل

Testing Marginal Homogeneity for Ordinal Categorical Variables

JSTOR is a not-for-profit service that helps scholars, researchers, and students discover, use, and build upon a wide range of content in a trusted digital archive. We use information technology and tools to increase productivity and facilitate new forms of scholarship. For more information about JSTOR, please contact [email protected].. International Biometric Society is collaborating with JST...

متن کامل

Modeling Paired Ordinal Response Data

 About 25 years ago, McCullagh proposed a method for modeling univariate ordinal responses. After publishing this paper, other statisticians gradually extended his method, such that we are now able to use more complicated but efficient methods to analyze correlated multivariate ordinal data, and model the relationship between these responses and host of covariates. In this paper, we aim to...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: International Journal of Engineering, Science and Technology &b. Lagos

سال: 2022

ISSN: ['2141-2839']

DOI: https://doi.org/10.4314/ijest.v14i2.4