Equities Lab
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Overview

Charting Tool

FAQ

Six Steps to Validate a Stock Screen

Crafting Strategies

Filtering and Ranking

When to Use Compare Close or EPS to a Number

Using Rank Across

What is a Red Flag in Finance?

FRED Properties

What is the Piotroski F-Score?

Putting Piotroski to the Test

Relative Strength Indicator (RSI)

The Investable Universe

Undefined Property Handling

Backtesting

Backtest Rebalancing

Can’t Compare Split Adjusted Prices

Changing the Benchmark

Creating long short portfolios

Creating Your Own Score

How do delisted stocks affect your portfolio?

Learning about Green Flags and the Green Flag Score

Factor Analysis

Monte Carlo Simulation – Advanced Investing

Ohlson O-Score

Being too selective with your screener

Simulating a Short Strategy

Survivorship Bias – How does it work?

Tear Sheet – How To Create (2024 Update)

How To Use Monte Carlo With The Piotroski Score

Dynamic metric averages

Why does past rank ever change?

UI Features

Charting Individual Stocks

How the screener works

Watchlists

Importing formulas

Press release — We’ve integrated with Tradier!

Run Backtests in the Background with Recent Backtests

Stock Analysis – Creating a Tear Sheet

Utilizing Plot Panels

A Charting Tool

Why is the P/E Line Broken

Common Models

Supposedly Boring Dividend Screener – New Featured Screen

CAPM – Capital Asset Pricing Model

How to Screen for Covered Calls

Low volatility with good returns

Financial Valuation: Gordon Growth Model

O’Shaughnessy Tiny Titans Screen

How does the S&P criteria work?

Value Across Time YRLY – New Featured Screen

Tiny Titans Stock Screener: History, Performance, and Refinements

The Investable Universe

The Investing Universe

In Equities Lab, we refer to the universe as the sets of securities included in screens, ranks and backtests.

By default, we want to include only stocks that are reasonably liquidatable, as otherwise it is very easy to create screeners that work great on paper and lousy in practice.

Summary of Equities Lab default universe conditions:

  • exclude micro cap stocks
  • USA exchange traded
  • average daily volume above 500k
  • not a single penny stock

Custom Universe

You can define your own universe. The way you do so is by defining a special variable universe within your editor. I would encourage you to do so only if you know exactly what you are doing.

When using your own universe and back testing, we highly recommend you also define a trading cost term that approximately models the cost of the stocks you end up buying using a trading_cost term. We provide the Kini trading model that can be used as a approximation of costs, but once you have included very small illiquid stocks in your strategy, it is very much guess work for how much it will cost to trade with them.

contact sales@equitieslab.com