URGENT PANDEMIC INFORMATION

In light of the pandemic situation events until September 2021 are cancelled. We will inform customers directly when the events are rescheduled.    
COVID CANCELLED: Project Management in Human Resources,   Boston MA, Jan 6-8, 2021
COVID CANCELLED: InterDrone, The International Drone Conference,   Cambridge MA, Jan 11-13, 2021
COVID CANCELLED: Supplier Management for Medical Device Manufacturers,   Cambridge MA, Feb 2-4, 2021
COVID CANCELLED: US Immigration Compliance Strategies,   Boston MA, Feb 15-18, 2021
COVID CANCELLED: Project Management Training,   Boston MA, Mar 3-5, 2021
COVID CANCELLED: Internal Audit, Fraud Risk Assessment Workshop,   Boston MA, Mar 22-25, 2021
COVID CANCELLED: Agile / Scrum Training,   Boston MA, Apr 12-14, 2021
COVID CANCELLED: Validation, Verification and Transfer of Analytical Methods,   Boston MA, Apr 19-21, 2021
COVID CANCELLED: Computer System Validation - Reduce Costs and Avoid 483s,   Boston MA, May 10-12, 2021
COVID CANCELLED: SharePoint Technology Conference,   Boston MA, May 26-28, 2021
COVID CANCELLED: Employment Laws Certificate Program,   Boston MA, Jun 7-9, 2021
Following events are tentatively planned but may be rescheduled, based on CDC guidelines or attendee registration interest .    
TENTATIVE: 21 CFR Part 11 Compliance,   Boston MA, Sep 22-24, 2021
TENTATIVE: Quality Control Laboratory Compliance,   Boston MA, Oct 6-8, 2021
TENTATIVE: Analytical Instrument Qualification and System Validation,   Boston MA, Nov 15-17, 2021
TENTATIVE: FDA's New Import Program for 2021,   Boston MA, Dec 7-9, 2021

Boston Professional Events List


Applied Statistics for Scientists and Engineers


Date
Nov 05, 2021 - 10:00 AM
Organizer
GlobalCompliancePanel
Location
Four Points by Sheraton Boston Logan Airport 407 Squire Road, Revere Boston, MA 02151 United States,

Boston,
MA,
US,
ZIP: 02151
Phone:

Applied Statistics for Scientists and Engineers

 

Throughout 21 CFR and guidance documents for the pharmaceutical, biopharmaceutical, and medical device industries, the application of statistical methods are specified for: setting validation criteria and specifications, performing measurement systems analysis (MSA), conducting stability analysis, using design of experiment (DOE) for process development and validation, developing process control charts, and determining process capability indices.

Different statistical methods are required for each of these particular applications. Data and tolerance intervals are common tools used for setting acceptance criteria and specifications. Simple linear regression and analysis-of-covariance (ANCOVA) are used for setting expiries and conducting stability analysis studies. Two-sample hypothesis tests, analysis-of-variance (ANOVA), regression, and ANCOVA are methods used for analyzing designed experiment for process development and validation studies. Descriptive statistics (distribution, summary statistics), run charts, and probability (distributions) are used for developing process control charts and developing process capability indices.

This course provides instruction on how to apply the appropriate statistical approaches: descriptive statistics, data intervals, hypothesis testing, ANOVA, regression, ANCOVA, and model building. Once competence in each of these areas is established, industry-specific applications are presented for the participants.


Why should you attend:

21 CFR and guidance documents for the pharmaceutical, biopharmaceutical, and medical device industries specify the application of statistical methods across the product quality lifecycle.

According to the Quality System Regulation (QSR) for medical devices, "Where appropriate, each manufacturer shall establish and maintain procedures for identifying valid statistical techniques required for establishing, controlling, verifying the acceptability of process capability and product characteristics." Although there are many statistical method that may be applied to satisfy this portion of the QSR, there are some commonly accepted methods that all companies can and should be using to develop acceptance criteria, to ensure accurate and precise measurement systems, to fully characterize manufacturing processes, to monitor and control process results and to select an appropriate number of samples.

According to both 21 CFR and guidance documents, the need for statistical methods is well established from discovery through product discontinuation. 21 CFR specifies the "the application of suitable statistical procedures" to establish both in-process and final specifications. The guidance documents necessitate the application of statistical methods for development and validation of measurement systems, process understanding using Quality by Design (QbD) principles, process validation, as well as ensuring the manufacturing process is in control and is capable.

This course provides instruction statistical methods for data analysis of applications related to the pharmaceutical, biopharmaceutical, and medical device industries.


Areas Covered in the Session:

Objectives:
  • 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

Who Will Benefit:

This seminar is designed for pharmaceutical, biopharmaceutical, and medical device professionals who are involved with product and/or process design:

  • Process Scientist/Engineer
  • Design Engineer
  • Product Development Engineer
  • Regulatory/Compliance Professional
  • Design Controls Engineer
  • Six Sigma Green Belt
  • Six Sigma Black Belt
  • Continuous Improvement Manager


Day 1 Schedule
Lecture 1:

Basic Statistics
sample versus population
descriptive statistics
describing a distribution of values
Lecture 2:

Intervals
confidence intervals
prediction intervals
tolerance intervals
Lecture 3:

Hypothesis Testing
introducing hypothesis testing
performing means tests
performing normality tests and making non-normal data normal
Lecture 4:

ANOVA
defining analysis of variance and other terminology
discussing assumptions and interpretation
interpreting hypothesis statements for ANOVA
performing one-way ANOVA
performing two-way ANOVA
Day 2 Schedule
Lecture 1:

Regression and ANCOVA
producing scatterplots and performing correlation
performing simple linear regression
performing multiple linear regression
performing ANCOVA
using model diagnostics
Lecture 2:

Applied Statistics
setting specifications
Measurement Systems Analysis (MSA) for assays
stability analysis
introduction to design of experiments (DOE)
process control and capability
presenting results

SPEAKER

Jim Wisnowski

 

Jim Wisnowski is the cofounder of Adsurgo LLC and co-author of the book Design and Analysis of Experiments by Douglas Montgomery: A Supplement for using JMP. He has over 25 years of experience and currently provides training and consulting services to industry and government in Design of Experiments (DOE), Reliability Engineering, Data Visualization, Predictive Analytics, and Text Mining. Dr. Wisnowski has been an invited speaker on applicability of statistics for national and international conferences. Prior to his current position, he was a senior program manager for URS, Chief of the Statistics Division in the Mathematics Department at the Air Force Academy, and a retired military officer. He is currently a member of the editorial board of Quality Engineering and has published numerous international refereed journal articles on statistics. Jim has a PhD in Industrial Engineering from Arizona State University.
 

JOA180521CEV

 

Event Categories
Keywords: analysis, analyze, applications, arts, Book , conference , design , developing, development , Engineering




Comments








Events Calendar

SunMonTueWedThuFriSat
31 1 2 3 4 5 6
7 8 9 10 11 12 13
14 15 16 17 18 19 20
21 22 23 24 25 26 27
28 29 30 1 2 3 4

Newsletters

VIP Life Time Subscription to our Newsletters!
$399.99
$299.99