Stock Screener with Back test function | Quant Investing (2024)

Overcome the psychological hurdles of investing in companies near their 52-week highs. Find out why this might be an excellent opportunity to buy.

Do you feel the urge to sell if a company reached a 52-week (one year), or all-time high?

Let me ask the question the other way around.

Do you hesitate to invest if a company is at its 52-week or all-time high?

You are not alone

If you do you are not alone. This is because market commentators use a lot of ratios and other metrics that give you an emotional response.

A company’s stock price reaching or exceeding a 52-week high is a good example. It is a widely reported and easily noticed (on a chart) statistic. This may give you the idea that it is valuable information you should be paying attention to.

But psychological studies have shown that we wrongly place too much importance on facts that stand out, look important, and are easily recalled.

Like a shark attack

A recent shark attack, for example, will lead you to overestimate the likelihood that you will be attacked by a shark even if it is more likely that you will be killed by lightning or an asteroid.

Back to the 52-week high

But how can a company’s stock price reaching a 52-week high make you do something wrong?

In an interesting research paper called Psychological Barriers, Expectational Errors, and Underreaction to News Justin Birru (Ohio State University - Department of Finance) proved that stock prices are at a 52-week high,creates a psychological barrier beyond which investors think they are unlikely to go.

Price can’t go higher

Investors ignore the possibility that the stock price can go higher, which leads them to sell.

When a stock price reaches a 52-week high you may be telling yourself:

This stock price is up a lot. I must sell now because the price is high compared to where it has been over the past year and it may fall.

It is as if your mind only looks back over the past year from the current 52-week high but cannot imagine stock prices outside this 52-week period.

This may lead you to think it’s not possible that the stock prices may move outside these values (higher than the 52-week high). This leads you to sell your investment.

You ignore valuation

You are so focused on this 52-week high price barrier that you ignore other factors such as the company’s valuation.

This is also why you have doubts about buying a company, with its stock price at a 52-week high.

Getting back to the research paper.

Click here to find companies that EXACTLY fit your investment strategy

Measuring pessimism

In the paper, to measure if investors really are pessimistic about a stock price increasing above its 52-week high, Justin looked at what happens when companies announce results.

The evidence

He found strong evidence that investors became overly pessimistic about the results of companies when its stock price was near a 52-week high, since they were very surprised by better than expected results.

When companies with stock prices close to their 52-week high had positive earnings surprises (better than expected results) they had larger stock price increases compared to companies not close to their 52-week high.

How can this help you?

How can this information help you?

If one of your investments is close to a 52-week high you shouldn’t be worried. In fact, you should be glad, as it means the price most likely will go higher.

Also, if a company that fits your investment strategy, is close to a 52-week high, or even all-time high, don’t hesitate to buy as the stock price has a big chance of going higher.

PS If you want to get investment recommendations based on a proven investment system click here.

PPS It is so easy to put things off why not sign up right now before it slips your mind?

Click here to find companies that EXACTLY fit your investment strategy

Stock Screener with Back test function | Quant Investing (2024)

FAQs

Stock Screener with Back test function | Quant Investing? ›

Screen over 22 000 companies, on all the major stock markets worldwide, using more than 110 ratios and indicators. Easy to use 4 funnel tool lets you find AND back test investment ideas that EXACTLY fit your investment strategy. Or use one of the best investment strategies we have researched and back tested.

How to backtest in screener? ›

Once you open the screener, click on 'Backtests', as shown below. Now, set the start and end dates for the backtest period. Then choose the stock universe and the benchmark against which you want to run the backtest.

How to backtest fundamental analysis? ›

Integrating fundamental analysis into backtested trading strategies involves incorporating key financial metrics and economic indicators into the strategy's algorithm to inform buy or sell decisions based on a company's intrinsic value and market conditions.

Does TradingView allow backtesting? ›

TradingView offers a rich set of tools to facilitate backtesting: Bar Replay Function: Enables manual backtesting. Pine Script: A scripting language unique to TradingView, allowing you to code your own strategies and then backtest them using the Strategy Tester.

Where can I backtest my trading strategy? ›

You can perform these simulations using ProRealTime (PRT). This platform gives you the option to backtest a strategy, walk forward and use a market screener, so that you can filter stocks that fit your risk portfolio. You can also trade risk-free on current markets by opening a demo account with us.

How to manually backtest a trading strategy? ›

To manually backtest a trading strategy, you need access to historical data for the market you intend to trade. Traders are advised to use several weeks of historical data for short-term trading strategies and up to several years of data for long-term strategies.

Does backtesting really work? ›

This is that a profitable backtest does not prove that a strategy “worked”, even in the past. This is because most backtests do not achieve any kind of “statistical significance”. As everyone knows, it's trivial to tailor a strategy that works beautifully on any given piece of historical data.

What are the pitfalls of backtesting? ›

One of the most prevalent pitfalls in back-testing is over-optimization, also known as “curve-fitting.” This occurs when a trading strategy is excessively tailored to historical data, performing exceptionally well in the past but failing to generalize to future market conditions.

Who is the most accurate stock predictor? ›

1. AltIndex – Overall Most Accurate Stock Predictor with Claimed 72% Win Rate. From our research, AltIndex is the most accurate stock predictor to consider today. Unlike other predictor services, AltIndex doesn't rely on manual research or analysis.

Is TradingView a good screener? ›

No matter how you like to trade - technicals, fundamentals, indicators, price action, RSI, MACD, volume etc etc, the TradingView Screener can quickly help you narrow down any stocks that meet your criteria. Well worth exploring.

Top Articles
Latest Posts
Article information

Author: Eusebia Nader

Last Updated:

Views: 5689

Rating: 5 / 5 (80 voted)

Reviews: 87% of readers found this page helpful

Author information

Name: Eusebia Nader

Birthday: 1994-11-11

Address: Apt. 721 977 Ebert Meadows, Jereville, GA 73618-6603

Phone: +2316203969400

Job: International Farming Consultant

Hobby: Reading, Photography, Shooting, Singing, Magic, Kayaking, Mushroom hunting

Introduction: My name is Eusebia Nader, I am a encouraging, brainy, lively, nice, famous, healthy, clever person who loves writing and wants to share my knowledge and understanding with you.