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Table 2 Comparison of HDBStat! with other software packages. All these software packages are still in active development and new functions will undoubtedly be added over time.

From: HDBStat!: A platform-independent software suite for statistical analysis of high dimensional biology data

 

HDBStat!

SAM

BRB-Array Tools 3.2.2

TM4

Two color data handling

Common reference and balanced block designs

No

Yes

Yes

Database

No

No

No

Yes

Ratio Statistics

Yes

No

Yes

Yes

Normalization

Yes

Yes

Yes

Yes

Max number of arrays

No limit

255

249

No limit

Discriminate Analysis

No

No

Yes

Yes

ANOVA

Yes

No

Yes

Yes

Bootstrapping

Yes

Yes

Yes

Yes

Non-normal and heteroskedastic data handling

Yes

Yes

Via normalization

Via normalization

Non-parametric statistics

Yes

No

Yes

No

Cluster analysis

No

No

Yes

Yes

FDR (number)

8

1

2

1

Family Wise Error rate corrections

2

0

1

1

Quality Control

Yes

No

No

Yes

Power Analysis

Yes

No

No

No

Automatic report generation

Yes

No

Yes

No

Gene Class testing

No

No

Yes

No

Automatic Annotation

No

Link out

Yes

No

Platform

Single program implemented in Java & available via Java Web Start technology

Microsoft Excel Add-in

Microsoft Excel Add-in

4 separate programs, 3 of which implemented in java & 1 in C++