PASS

Group Sequential Tests

Introduction
Clinical trials are longitudinal. They accumulate data sequentially through time. All participants cannot be enrolled and randomized on the same day. Instead, they are enrolled as they enter the study. It may take several years to enroll enough patients to meet sample size requirements. Because clinical trials are long term studies, it is in the interest of both the participants and the researchers to monitor the accumulating information for early convincing evidence of either harm or benefit. This permits early termination of the trial.

Group sequential methods allow statistical tests to be performed on accumulating data while a phase III clinical trial is ongoing. Statistical theory and practical experience with these designs have shown that making four or five interim analyses is almost as effective in detecting large differences between treatment groups as performing a new analysis after each new data value. Besides saving time and resources, such a strategy can reduce the experimental subject’s exposure to an inferior treatment and make superior treatments available sooner.

When repeated significance testing occurs on the same data, adjustments have to be made to the hypothesis testing procedure to maintain overall significance and power levels. The landmark paper of Lan & DeMets provided the theory behind the alpha spending function approach to group sequential testing. This paper built upon the earlier work of Armitage, McPherson, & Rowe,  Pocock, and O’Brien & Fleming. PASS implements the methods given by Reboussin, DeMets, Kim, & Lan to calculate the power and sample sizes of various group sequential designs.

Group Sequential Tests of Means
This module calculates sample size and power for group sequential designs used to compare two treatment means. The program allows you to vary the number and times of interim tests, the type of alpha spending function, and the test boundaries. It also gives you complete flexibility in solving for power, significance level, sample size, or effect size. The results are displayed in both numeric reports and informative graphics.

Group Sequential Tests of Proportions
This module calculates sample size and power for group sequential designs used to compare two proportions. The program allows you to vary the number and times of interim tests, the type of alpha spending function, and the test boundaries. It also gives you complete flexibility in solving for power, significance level, sample size, or effect size. The results are displayed in both numeric reports and informative graphics.

Group Sequential Tests of Survival Curves
This module calculates sample size and power for group sequential designs used to compare two survival curves. The program allows you to vary the number and times of interim tests, the type of alpha spending function, and the test boundaries. It also gives you complete flexibility in solving for power, significance level, sample size, or effect size. The results are displayed in both numeric reports and informative graphics.

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"Researchers seeking software to determine sample size have a wide range of choices... Researchers seeking a comprehensive, commercial program for analysis of statistical power and precision should consider PASS 2008."

- Patrick Dattalo
 “A Review of Software for Sample Size Determination”
Eval Health Prof, 2009.

We are pleased to announce the availability of PASS 2008. This edition adds over 40 new procedures and features to PASS.

New Procedures
Mixed Models
Logrank (Survival) Tests
Logrank Non-Inferiority Tests
Randomization Lists
Kappa Test for Agreement
CI - Means (6 Procedures)
CI - Proportions (2 Procedures)
CI - Regression Slope
CI - SD/Variance (8 Procedures)
CI - Correlation
Microarray One-Sample/Paired
  T-Tests

Microarray Two-Sample
  T-Tests

Proportion Trend Tests
Normality Tests
TAD - Two Means
TAD - Two Proportions
Design of Experiments
  (9 Procedures)

New Features
Simplified Interface
Improved Help System
Quick Launch
Macros (Programmability)

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Read about what’s new in PASS 2008.

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View the PASS 2008 brochure.


PASS Training Course

A 4-week, online training course on using PASS is now being offered through statistics.com. The course is taught by Dr. Thomas P. Ryan. Click here for more information.


Download a
PASS Update

Most Recent PASS 2008 Update
Released January 14, 2010

Update

What problems have been fixed by recent PASS updates?


Sample PASS Procedures & Reports

Click here for the complete list.

Equivalence
Logrank (Survival) Tests
Means - 1 or 2 Groups (T-tests)
Means - Confidence Intervals
Means - Correlated or Paired
Means - Cross-Over Designs
Means - Many (ANOVA)
Mixed Models
Non-Inferiority
Probability Calculator
Proportion - 1 Group
Proportions - 2 Groups
Proportions - Confidence Intervals
Proportions - Correlated or Paired
Proportions - Many Groups
Randomization Lists
Regression/Correlation
ROC Curves
Special Calculators
Survival Analysis
Variances


System Requirements
PASS 2008, NCSS 2007, and GESS 2006 run on 32-bit and 64-bit systems with Windows 7, Vista, XP, 2000, NT, ME, 98, or 95. Requires pentium-class computer with at least 32 MB of RAM. Requires 200 MB of hard disk space. Requires Adobe Reader® version 7 or later to use the NCSS, PASS, and GESS Help Systems.

Accuracy
We at NCSS have put a great deal of effort into finding the most accurate algorithms possible. The programs have been tested and verified over and over, both by us and by our customers. Each routine has been verified against textbooks, journal articles, and, where possible, other software. NCSS is one of the most accurate statistical analysis programs available. NCSS calculates with seventeen-digit, double-precision accuracy.

Guarantee
If you are not completely satisfied with an NCSS product during the first 30 days for any reason, return the program for a full, prompt refund (excluding shipping).

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