Online Safety Community

“Understanding the practical application of statistics?”

The application of statistical methods is specified all through 21 CFR and guidance documents for the pharmaceutical, biopharmaceutical, and medical device industries for these activities:

o  Setting validation criteria and specifications

o  Performing Measurement Systems Analysis (MSA)

o  Conducting stability analysis

o  Using Design of Experiment (DOE) for process development and validation

o  Developing process control charts

o  Determining process capability indices.

The Quality System Regulation (QSR) for medical devices states that manufacturers should take steps, where appropriate, for establishing and maintaining procedures with which to identify valid statistical techniques needed to establish, control, and verify that the process capability and product characteristics are acceptable.

Methods are specified in 21 CFR and guidance documents

Both 21 CFR and guidance documents emphasize the need for statistical methods from discovery through product discontinuation. While 21 CFR specifies the suitable statistical procedures needed to establish both in-process and final specifications; the guidance documents require applying statistical methods for development and validation of measurement systems, process understanding using Quality by Design (QbD) principles, process validation, as well as ensuring that the manufacturing process is in a state of control and is capable.

Even though many statistical methods may be applied to fulfil this part of the QSR; there exist a few commonly accepted methods that all companies can and preferably should use for: 

o  Developing acceptance criteria

o  Ensuring accurate and precise measurement systems

o  Fully characterizing manufacturing processes

o  Monitoring and controlling process results, and

o  Selecting an appropriate number of samples.

Learn the dynamics of statistical methods

The nitty gritty of application of statistical methods will be the teaching a two-day seminar from GlobalCompliancePanel, a leading provider of professional trainings for the regulatory compliance areas, will be offering. At this seminar, Heath Rushing, who is the cofounder of Adsurgo and author of the book Design and Analysis of Experiments by Douglas Montgomery: A Supplement for using JMP; will be the Director.

This course has been pre-approved by RAPS as eligible for up to 12 credits towards a participant's RAC recertification upon full completion. To understand the areas of implementation of statistical methods that comply with the requirements set out in CFR 21 and guidance documents, please enroll for this session by visiting "Understanding the practical application of statistics"

A full description of statistical processes

This course provides instruction on the statistical methods for data analysis of applications related to the pharmaceutical, biopharmaceutical, and medical device industries. The Director will explain the appropriate statistical approaches: descriptive statistics, data intervals, hypothesis testing, ANOVA, regression, ANCOVA, and model building need to be applied. Upon establishment of competence in each of these areas; he will present the way these need to be applied in an industry-specific manner.

During the course of these two days, Heath will cover the following areas:

·        Describe and analyze the distribution of data

·        Develop summary statistics

·        Generate and analyze statistical intervals and hypothesis tests to make data-driven decisions

·        Describe the relationship between and among two or more factors or responses

·        Understand issues related to sampling and calculate appropriate sample sizes

·        Use statistical intervals to setting specifications/develop acceptance criteria

·        Use Measurement Systems Analysis (MSA) to estimate variance associated with: repeatability, intermediate precision, and reproducibility

·        Ensure your process is in (statistical) control and capable.

Views: 74

Comment

You need to be a member of Online Safety Community to add comments!

Join Online Safety Community

Take our poll!

Take our poll!

Latest Activity

Jam Blanco posted a blog post

Making Temporary Construction Fencing Panels

Fencing at construction sites is necessary since it keeps both workers and the general public safe from mishaps on site. If there aren’t any clear boundaries marking off a zone, anyone can wander in and get seriously hurt. With the right precautions in place you can avoid costly lawsuits, fines, deaths and stress.…See More
14 hours ago
John Robinson posted events
18 hours ago
Training Doyens posted events
20 hours ago
swetha posted a blog post

Nebosh IGC Training course - Chennai

Nebosh course in Chennai can be obtained by the safety individual who is doing work, fresher or any engaged indiviuals. The Nebosh course period is 18 days. As we are offering both class room teaching as well as e-learning training with comprehensive of book resources. If you want to perceive a profession in Health and safety sector GWG will give you a best Nebosh training in Chennani.We are…See More
yesterday

Forum

Python Condition Objects Tutorial in 2018

If you have knowledge of other programming languages, then you would know the importance of conditional statements. Conditional statements are required for taking decisions. Whenever we operate the…Continue

Tags: course, certification, training, languages, programming

Started by Elena Lauren Apr 2.

Automation Anywhere. How do I pick a value from dropdown 1 Reply

Automation Anywhere. How do I pick a value from dropdown. I tried 'set text' from a copied variable. Its very slow, and also doesnt…Continue

Tags: anywhere, automation

Started by emmablisa. Last reply by venkatesh Mar 29.

Agile overcome common software security challenges

Paradoxically, security is a negative goal. To secure something, you must understand how insecure it is. Start by trying to break it or by figuring out how other people might break it. The same is…Continue

Tags: agile, scrum, security

Started by nicolewells Mar 23.

Understanding Data Parallelism in MapReduce

In order to understand the goals of MapReduce, it is important to realize for which scenarios MapReduce is optimized. The MapReduce programming model is created for processing data which requires…Continue

Tags: program, Implementation, Mapreduce

Started by gracylayla Mar 14.

TensorFlow serving vs TensorFlow service

I have a question regarding the difference between TensorFlow Serving versus TensorFlow service. (Sorry that I'm not familiar with this at all.)I found TensorFlow serving's definition, which is "…Continue

Tags: training, online, tensorflow

Started by emmablisa Feb 27.

Badge

Loading…

© 2018   Created by Safety Community.   Powered by

Badges  |  Report an Issue  |  Terms of Service