Online Safety Community

Applied statistics for scientists and engineers

Applied statistics for scientists and engineers is necessary for a number of reasons. 21 CFR and guidance documents for the pharmaceutical, biopharmaceutical, and medical device industries specify the application of statistical methods for these functions:

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, and

o  Determining process capability indices.

Since scientists and engineers are at the heart of these functions, they need to have a thorough knowledge of how to use applied statistics. Each of these particular applications requires different and specified statistical methods. The common tools used for setting acceptance criteria and specifications are data and tolerance intervals, while for setting expiries and conducting stability analysis studies; simple linear regression and analysis-of-covariance (ANCOVA) are used.

For analyzing designed experiment for process development and validation studies, two-sample hypothesis tests, analysis-of-variance (ANOVA), regression, and ANCOVA are methods used, while for developing process control charts and developing process capability indices; descriptive statistics (distribution, summary statistics), run charts, and probability (distributions) are used.

Explaining the importance of applied statistics for scientists and engineers

A seminar that is being organized by GlobalCompliancePanel, a leading provider of professional trainings for the areas of regulatory compliance, will explain the importance of applied statistics for scientists and engineers.

In the course of making the importance of applied statistics for scientists and engineers known; the Director 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, and has been an invited speaker on applicability of statistics for national and international conferences, will provide instruction on applied statistics for scientists and engineers and statistical methods for data analysis of applications related to the pharmaceutical, biopharmaceutical, and medical device industries.

To enroll for this highly valuable and practical course on applied statistics for scientists and engineers, just register by visiting http://www.globalcompliancepanel.com/control/globalseminars/~produc... . 

The course “Applied Statistics for Scientists and Engineers” has been pre-approved by RAPS as eligible for up to 12 credits towards a participant's RAC recertification upon full completion.

The tools that help an understanding of applied statistics for scientists and engineers

This course on applied statistics for scientists and engineers will offer thorough instruction on how scientists and engineers need to apply the appropriate statistical approaches: descriptive statistics, data intervals, hypothesis testing, ANOVA, regression, ANCOVA, and model building. The Director will present the ways of establishing competence in each of these areas and industry-specific applications.

The application of statistical methods across the product quality lifecycle is specified in the 21 CFR and guidance documents for the pharmaceutical, biopharmaceutical, and medical device industries. There are many statistical methods that may be applied to satisfy this portion of the QSR. Yet, some commonly accepted methods can and should be used by all companies to:

o  Develop acceptance criteria

o  Ensure accurate and precise measurement systems

o  Fully characterize manufacturing processes

o  Monitor and control process results and

o  To select an appropriate number of samples.

At this seminar on applied statistics for scientists and engineers, Rushing will provide instruction on all these. He will cover the following areas over the two days of this seminar:

o  Describe and analyze the distribution of data

o  Develop summary statistics

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

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

o  Understand issues related to sampling and calculate appropriate sample sizes

o  Use statistical intervals to setting specifications/develop acceptance criteria

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

o  Ensure your process is in (statistical) control and capable

Views: 55

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

Stevenson University posted a blog post

Social Media Do's And Don'ts

Stevenson University offers a wide range of graduate and professional study options.See More
18 hours ago
Profile IconPrarthana J V, Tejaswi Sharma, Stevenson University and 1 more joined Online Safety Community
18 hours ago
kate smith posted a blog post

An Explanation of the D.I.S.C. Personality Assessment

A 100-employee business spends an average downtime of 17 hours a week on just clarifying communications. In the process, it ends up losing over half a million dollars annually on this exercise. The reason: Lack of effective communication. This is at the heart of the problems that most organizations face. About 70% of small to mid-size businesses admit that communication is their primary problem.   The cost of…See More
19 hours ago
John Robinson posted blog posts
20 hours ago

Forum

Snowflake and Star Schema in Qlikview

In big name schema all of the facts are stored in one important table and the usage of number one key and overseas key courting different measurement tables are related with the fact desk.SNOWFLAKE…Continue

Tags: processing, transactional, qlikview

Started by Soujanya Naganuri on Tuesday.

What is Class Structure in Pega?

Class contains the rule by way of which objects behave. outline rules such as houses, sports, flows, html paperwork, etc. to be had to different subordinate classes. lessons are organized into a…Continue

Started by Soujanya Naganuri Jul 17.

How to Concatenate Two Tables in QlikView

Table combining and concatenationConcatenate appends the rows of one table to another. Concatenate never merges any rows. The number of rows in a concatenated table is always the sum of the rows of…Continue

Tags: datafields, developers, qlikview

Started by Soujanya Naganuri Jun 30.

SQL Server Windows Management Instrumentation Tasks

Hello,SSIS includes two special tasks that enable you to query system information and monitor system events: the WMI Data Reader Task and the WMI Event Watcher Task. These tasks are especially useful…Continue

Tags: Task, WMI, Server, SQL

Started by Madison Quinn Jun 20.

difference between NEBOSH and IOSH

NEBOSH “National Examination Board in Occupational Health and Safety”IOSH “Institution…Continue

Tags: kerala, IGC, NEBOSH

Started by mani May 31.

Badge

Loading…

© 2017   Created by Safety Community.   Powered by

Badges  |  Report an Issue  |  Terms of Service