statsmodels is a Python module that provides classes and functions for the estimation of statistical models, conducting statistical tests, and performing statistical data exploration. It supports specifying models using R-style formulas and pandas DataFrames.

statsmodels

IMSL provides numerical libraries and algorithms for advanced analytics and data analysis across various programming languages such as C, Fortran, Java, and Python. The libraries support applications in machine learning, data mining, financial services, and AI, self-described as powering these areas.

Metric
Company Name	statsmodels	IMSL
Symbol
MSH ID	ORG:STATSMODELS	COM:IMSL
Market	PRIVATE	PRIVATE
Sector	Technology	Technology
Industry	Software	Software
Country	US	US
Stage
Employee Count		11
Website	statsmodels.org	imsl.com
LinkedIn		imsl
Founders

Metric
Market Cap
Enterprise Value
Monthly Web Traffic		304
Web Traffic Growth		-0.91
Valuation
Raised Capital

Metric
Revenue
Revenue (LTM)
Revenue (NTM)
Gross Profit
EBITDA
Operating Income
Net Income
EPS
Diluted EPS
Revenue 2022
Revenue 2023
Revenue 2024
Revenue 2025
Revenue 2026

Metric
Revenue Growth (LTM)
Revenue Growth (NTM)
Gross Profit Growth (LTM)
EBITDA Growth (LTM)
Net Income Growth (LTM)
14-Day Growth Score
28-Day Growth Score
90-Day Growth Score
365-Day Growth Score

Metric
Gross Profit Margin
Operating Profit Margin
EBITDA Margin
Net Profit Margin
Return on Equity
Return on Assets
Return on Capital Employed

STAT

ORG:STATSMODELS

statsmodels

Company Overview

Market Metrics

Financial Performance

Growth Metrics

Profitability Ratios

Valuation Multiples

Operational Metrics

Cash Flow Metrics

Balance Sheet Metrics

Efficiency Metrics

Metric
P/E Ratio
P/B Ratio
Revenue Multiple (LTM)
Revenue Multiple (NTM)
EBITDA Multiple (LTM)
EBITDA Multiple (NTM)
Price to Sales Ratio
EV Multiple

Metric
Days Sales Outstanding
Days Payables Outstanding
Days Inventory Outstanding
Operating Cycle
Cash Conversion Cycle
Asset Turnover

Metric
Operating Cash Flow
Free Cash Flow
Cash Flow to Debt
Operating Cash Flow/Sales
Free Cash Flow Yield

Metric
Cash & Equivalents
Accounts Receivable
Inventory
Goodwill
Debt to Capitalization
Debt to Assets
Current Ratio
Quick Ratio

Metric
Rule of 40 (LTM)
Rule of 40 (NTM)
Stock Comp to Revenue
R&D to Revenue
SG&A to Revenue