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Unlock the Secrets of Seasonal Trading: Proven Strategies and Real Data to Boost Your Returns

Unlock the Secrets of Seasonal Trading: Proven Strategies and Real Data to Boost Your Returns

Seasonal trading isn’t just market folklore it’s grounded in decades of recurring patterns influenced by investor behavior, macroeconomic cycles, and calendar-based events. If you understand the rhythms of the market, you can align your trades with high-probability windows that give you an edge.

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Wealth Hub Team

8

min read

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Fundamental Analysis
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Unlock the Secrets of Seasonal Trading: Proven Strategies and Real Data to Boost Your Returns

Seasonal trading isn’t just market folklore it’s grounded in decades of recurring patterns influenced by investor behavior, macroeconomic cycles, and calendar-based events. If you understand the rhythms of the market, you can align your trades with high-probability windows that give you an edge.

White speech bubble containing a candlestick chart icon on a blue circular gradient background.
Wealth Hub Team

8

min read

The Illusion of Endless Prosperity: Unraveling the Crash of 1929 and its Prolonged Aftermath

Read Next Unlock the Secrets of Seasonal Trading: Proven Strategies and Real Data to Boost Your Returns In the annals of financial history, there exists a cautionary tale that serves as a stark reminder of the perils of overconfidence and unwavering optimism. As Sir John Templeton aptly quipped, “The four most expensive words in the English language are ‘this time it’s different.'” Nowhere was this sentiment more evident than in the years leading up to the infamous Crash of 1929 and the subsequent economic turmoil that would shape an entire era.

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Wealth Hub Team

17

min read

Ed Thorp’s Remarkable Journey: From Beating Casinos to Dominating Wall Street

Read Next 1929 stock market crash The Illusion of Endless Prosperity: Unraveling the Crash of 1929 and its Prolonged Aftermath Ed Thorp, often called the father of quantitative investing, is one of the rare figures to master both gambling and financial markets with scientific precision. Long before the rise of Wall Street quants and algorithmic hedge funds, Thorp was quietly turning chaos into order. His story isn’t just about outsmarting roulette wheels and stock tickers it’s about building an edge where most saw randomness.

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Wealth Hub Team

12

min read

Unlocking the Power of Emotions: Deciphering the Fear & Greed Index

Read Next Ed Thorp Trading Strategy, Money Management, and Legendary Career. Ed Thorp’s Remarkable Journey: From Beating Casinos to Dominating Wall Street In the high-stakes world of financial markets, it’s not always fundamentals or technicals that move prices — it’s human emotion. Greed inflates bubbles; fear triggers crashes. Recognizing this, savvy investors look for tools that measure crowd psychology — and few are as insightful as CNN Business’s Fear & Greed Index.

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Wealth Hub Team

5

min read

Interest Rate Dynamics: Assessing the Impact of Recent Rate Hikes

The Federal Reserve may be approaching the end of one of the most aggressive monetary tightening campaigns in decades a potential turning point that has investors asking: what usually happens next?

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Wealth Hub Team

6

min read

Unveiling the Secrets of Profitable Cryptocurrency Arbitrage: A Comprehensive Guide

Recently, there has been a dramatic increase in online discussions about “arbitrage,” particularly in the context of cryptocurrencies. A wide range of individuals, ranging from casual coders to self-described DeFi experts, are claiming substantial profits through self-programmed crypto trading bots, often built using instructional content sourced from platforms like YouTube. Even more surprising is the fact that some initial coin offerings (ICOs) have successfully raised capital based on arbitrage-focused narratives, despite offering little in the way of meaningful technical explanation or demonstrating team expertise in actual arbitrage trading or market microstructure.

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Wealth Hub Team

12

min read

Pairs Trading An Advanced Strategy: CAD – Crude Oil

Read Next Crypto Arbitrage Trading Unveiling the Secrets of Profitable Cryptocurrency Arbitrage: A Comprehensive Guide Before we dive headfirst into testing any trading strategy, it’s essential to understand what makes certain asset pairs better suited for testing than others. There’s no single, definitive answer—rather, several intriguing pathways exist, depending on your strategic approach. Let’s explore some of these possibilities and highlight the essential tools you’ll need when coding a robust pairs trading strategy.

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Wealth Hub Team

7

min read

What We Can Learn From The Long Term Capital Management Hedge Fund Collapse

Read Next Pairs Trading An Advanced Strategy: CAD – Crude Oil In this article we are going to talk about financial market history and why it is important for both the fundamental investor and quantitative trader to know how these events unfolded and what impact they had on the market. We put our focus on the LTCM hedge fund collapse and the lessons you can learn from it.

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Wealth Hub Team

17

min read

Pairs Trading – A Real-World Profitable Strategy

Read Next What We Can Learn From The Long Term Capital Management Hedge Fund Collapse Pairs trading is popular due to its simple approach and effectiveness. At the heart of the strategy is how the prices of two assets diverge and converge over time. Pairs trading algorithms profit from betting on the fact that spread deviations return to their mean.

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Wealth Hub Team

7

min read

An Introduction to Probabilistic Deep Learning Explained in Simple Terms

Read Next Pairs Trading – A Real-World Profitable Strategy Deep learning is nothing else than probability. There are two principles involved in it, one is the maximum likelihood and the other one is Bayes. It is all about maximizing a likelihood function in order to find the probability distribution and parameters that best explain the data we are working with. Bayesian methods come into play where our network needs to say, “I am not sure”. It is at the crossing between deep learning architecture and Bayesian probability theory.

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Wealth Hub Team

22

min read

Python: How I Used Simple Technical Analysis to Improve Bitcoin Price Prediction

This article is going to be slightly different than usual. For people following me for a few months, you must have seen different articles or videos where I am using math, science and probability to help predict the market.

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Wealth Hub Team

5

min read

The Fibonacci Timing Pattern — Coding a Reversal Pattern to Trade the Markets

I am always fascinated by patterns as I believe that our world contains some predictable outcomes even though it is extremely difficult to extract signals from noise, but all we can do to face the future is to be prepared, and what is preparing really about? It is anticipating (forecasting) the probable scenarios so that we are ready when they arrive.

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Wealth Hub Team

9

min read

The Illusion of Endless Prosperity: Unraveling the Crash of 1929 and its Prolonged Aftermath

Read Next Unlock the Secrets of Seasonal Trading: Proven Strategies and Real Data to Boost Your Returns In the annals of financial history, there exists a cautionary tale that serves as a stark reminder of the perils of overconfidence and unwavering optimism. As Sir John Templeton aptly quipped, “The four most expensive words in the English language are ‘this time it’s different.'” Nowhere was this sentiment more evident than in the years leading up to the infamous Crash of 1929 and the subsequent economic turmoil that would shape an entire era.

White speech bubble containing a candlestick chart icon on a blue circular gradient background.
Wealth Hub Team

17

min read

Interest Rate Dynamics: Assessing the Impact of Recent Rate Hikes

The Federal Reserve may be approaching the end of one of the most aggressive monetary tightening campaigns in decades a potential turning point that has investors asking: what usually happens next?

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Wealth Hub Team

6

min read

How Charlie Ledley and Jamie Mai turned $110,000 into almost $130 million

Read Next Stochastic Trading System Build a Trading System using Statistical Methods In 2003, Charlie Ledley and Jamie Mai, at the tender age of 30 formed Cornwall Capital Management (the firm has produced an average annual compounded net return of 40% – 52% gross), opening a Charles Schwab account with an initial investment of $110,000. Neither of them was an experienced trader by the time they began their endeavor. Their only experience came from brief stints working in private equity. Which formed their view that public markets are less efficient compared to private markets and that investors in public markets often miss the bigger picture. Their trading strategy was born, go against the crowd and find market inefficiencies.

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Wealth Hub Team

5

min read

The Curious Case Of Central Bank Balance Sheets

Was Jesse Livermore right when he said, “I learned early that there is nothing new in Wall Street. There can’t be because speculation is as old as the hills. Whatever happens in the stock market today has happened before and will happen again.”

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Wealth Hub Team

5

min read

The dollar exchange rate as a global risk factor: evidence from investment

Exchange rate fluctuations influence economic activity not only via the standard trade channel, but also through a financial channel, which operates through the impact of exchange rate fluctuations on borrowers’ balance sheets and lenders’ risk-taking capacity. The paper explores the “triangular” relationship between (i) the strength of the US dollar, (ii) cross-border bank flows and (iii) real investment.

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Wealth Hub Team

1

min read

SEC Filings Analytics: Forms You Need To Know For Hot Stock Picks

The Form 8-K is a document that the Securities and Exchange Commission requires publicly-held entities to file whenever there are significant changes impacting the entity. A reportable event is a transaction or occurrence of major significance.

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Wealth Hub Team

13

min read

Securities Class Action Filings February

Securities class action filings for February - Under Armour, FXCM Inc, Psychemedics Corporation, Stemline Therapeutics, DaVita Inc, Neustar, Roadrunner Transportation Systems.

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Wealth Hub Team

6

min read

Spot Price Patterns with the COT Report

Read Next Mean Reversion Trading System This post goes into an in depth analysis of the commitment of traders report and its usefulness for predicting price movements.

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Wealth Hub Team

4

min read

Trading Patterns Cot Report

The commercial net positions are a mirror of the large trader net positions. Most of the time commercial net positions mirror the funds trading patterns but there are some important exceptions to this rule.

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Wealth Hub Team

2

min read

Following the Big Guys with the Cot Report

The COT Report is the single most important report issued by the CFTC revealing internal market dynamics.

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Wealth Hub Team

4

min read

How To Read Economic Data

We want to fill a gap here. A lot of economic data is published day in and day out but yet most of us don’t really understand the lingo behind it. Let’s bring some clarity into this. Regularly we come across certain terms dealing with measures of economic activity. Most of them are pretty straight forward if you give it a chance. So let’s proceed with some of the more common concepts you will run across when analyzing economic indicators.

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Wealth Hub Team

5

min read

Analyzing Economic Indicators

The employment situation report has a huge effect on stock and bond markets. The report is released in a timely fashion. It’s a detailed report with information about job market and household earnings.

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Wealth Hub Team

5

min read

What We Can Learn From The Long Term Capital Management Hedge Fund Collapse

Read Next Pairs Trading An Advanced Strategy: CAD – Crude Oil In this article we are going to talk about financial market history and why it is important for both the fundamental investor and quantitative trader to know how these events unfolded and what impact they had on the market. We put our focus on the LTCM hedge fund collapse and the lessons you can learn from it.

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Wealth Hub Team

17

min read

Short Thesis – the strange tale of WINS Finance Holdings

On October 13th, 2016 WINS Finance Holdings (WINS) closed at $25.22. On March 09th 2017, the obscure Chinese financial company, headquartered in New York, trades at $315. Yes $315. That is not a typo. Up +1200%. The high was on February 8th, 2017 WINS closed at $452.

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Wealth Hub Team

4

min read

10 Key Points in a Companies 10Q Report

A company’s 10 Q report is one of the most important tools an investor has to decide if and when a particular stock is a buy/short opportunity.

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Wealth Hub Team

5

min read

The Voting Machine and a Different Kind of Bubble

Ben Graham, the father of value investing, once said of the stock market, “In the short run, the market is a voting machine but in the long run it is a weighing machine.” To Graham the market was like a popularity contest. Investors “vote” for a stock out of considered enthusiasm for its prospects. Results however are determined in the long run as profits are “weighed” year after year and intrinsic value is revealed.

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Wealth Hub Team

6

min read

Unlocking the Power of Emotions: Deciphering the Fear & Greed Index

Read Next Ed Thorp Trading Strategy, Money Management, and Legendary Career. Ed Thorp’s Remarkable Journey: From Beating Casinos to Dominating Wall Street In the high-stakes world of financial markets, it’s not always fundamentals or technicals that move prices — it’s human emotion. Greed inflates bubbles; fear triggers crashes. Recognizing this, savvy investors look for tools that measure crowd psychology — and few are as insightful as CNN Business’s Fear & Greed Index.

White speech bubble containing a candlestick chart icon on a blue circular gradient background.
Wealth Hub Team

5

min read

An Introduction to Probabilistic Deep Learning Explained in Simple Terms

Read Next Pairs Trading – A Real-World Profitable Strategy Deep learning is nothing else than probability. There are two principles involved in it, one is the maximum likelihood and the other one is Bayes. It is all about maximizing a likelihood function in order to find the probability distribution and parameters that best explain the data we are working with. Bayesian methods come into play where our network needs to say, “I am not sure”. It is at the crossing between deep learning architecture and Bayesian probability theory.

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Wealth Hub Team

22

min read

The Complete Guide to Portfolio Optimization in R PART2

Read Next Identifying Anomalies in Capital Markets: Accrual Anomaly Congratulations you made it to part2 of our tutorial. Give yourself a round of applause. If you stumbled upon part2 before reading part1 we advise you to start from the beginning and read part1 first.

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Wealth Hub Team

29

min read

The Complete Guide to Portfolio Optimization in R PART1

The purpose of portfolio optimization is to minimize risk while maximizing the returns of a portfolio of assets.

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Wealth Hub Team

29

min read

Demystifying Bollinger Bands

Read Next Dollar The dollar exchange rate as a global risk factor: evidence from investment How do we know if a price is right and when do we enter the trade ? Is the S&P 500 Index trading at 2355 for that day to high or to low. Should I buy or sell ? Proponents of the Bollinger Band say that this indicator can greatly improve your odds in being on the right side of the market.

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Wealth Hub Team

5

min read

Mean Reversion Trading System

The first step in building such a system is to define what mean reversion is. Mean reversion systems are looking for markets that are unusually high or low and will eventually return back to the mean.

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Wealth Hub Team

5

min read

Applied Statistics for Futures Markets

Read Next 10 Key Points in a Companies 10Q Report In this article we will look at the futures market and how statistical analysis can pave the way for better trading results. What makes the statistical analysis we are going to show you even more important is the fact that you are going to learn how to increase the odds of your trading success in a simple but effective way.

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Wealth Hub Team

7

min read

Supercharge Seasonal Movement Analysis

When it comes to trading there is a common belief that most behavior in markets can be explained by assuming that market participants make ‘logical’ trading decisions. In reality we know it’s not that easy. However there are market movements that are predictable because they repeat every year. We call this seasonal movement. You don’t have to be a math wizard to see seasonal cyclic movements in assets repeating year over year. To be able to predict the movement of a particular market it’s useful to analyze the seasonal pattern over a certain time period that should usually range from 10 to 15 years.

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Wealth Hub Team

3

min read

Inter-Market Correlations

Inter-Market Correlations for the major futures markets including time intervals of 1 Year - 6 Months - 3 Months - 1 Month

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Wealth Hub Team

1

min read

Money Management Adjustments

Money management implementations should be monitored on a periodic basis if you want to maintain your exposure. Two aspects of your trading system should be monitored one is your risk and the other one is the volatility.

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Wealth Hub Team

2

min read

Risk Management Volatiltiy Method

Volatility is the amount of daily price movements of an underlying instrument. In most cases volatility is the difference of the high and the low of the day. Of course there are more complex methods of calculating the volatility but in this article we will go with the simplest one.

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Wealth Hub Team

2

min read

Risk Management

Read Next Volatility Risk Management Volatiltiy Method If one thing can be called the holy grail of trading or at least come close to it then its money management. Some people call it diversification while others call it how to wisely invest your hard-earned dollar.In simple words money management is the rule book that tells you how much of your money you should put at risk for a particular trade.

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Wealth Hub Team

3

min read

Volume Trading Strategy

The number of contracts bought and sold each day in any given market, known as volume, is a good way of gauging money flow. It can predict trend changes by examining volume patterns such as sudden spikes in volume along with volatile price movements.

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Wealth Hub Team

3

min read

How to develop, test and optimize a trading strategy – complete guide

The walk-forward analysis is the most crucial building block of your trading strategy. At this stage it is determined if the hypothetical returns are a result of overfitting or the result of a robust trading system. If the walk-forward analysis produces negative results you must go back to the first step of your strategy development process. The analysis answers three essential questions: is the trading system profitable, what is it the profit factor to be expected in real time trading and how will changes in market conditions affect my strategy performance.

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Wealth Hub Team

33

min read

Mastering Mean Reversion Trading: A Guide to Identifying and Capitalizing on Range Bound Formations

The following system will help you identify range bound formations and determine optimal entry and exit points for such trades. Range bound formations occur when prices oscillate between established levels of resistance and support, forming a repetitive pattern of highs and lows. One key characteristic of these patterns is the diminishing trading volume. In this article, we will delve into the statistics and precise definitions of range bound patterns for 15-minute price intervals.

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Wealth Hub Team

5

min read

Build a Trading System using Statistical Methods

Read Next Range bound trading Mastering Mean Reversion Trading: A Guide to Identifying and Capitalizing on Range Bound Formations Most trading systems utilize indicators as a method of trading strategy design. But before building a trading system using indicators one should ask what do they indicate? The answer to that is that most of the time they are not indicating any information that can be advantageous in building a profitable trading system. The only thing that they can be used for are as noise filters

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Wealth Hub Team

4

min read

The Fine Art of Opening Range Breakout Trading and How to Master It

The goal of this research is to find various set-ups and exit strategies that could be used for trading the opening range breakouts. The time frames we will be looking at are 10min, 15min and 30min opening range breakouts. We will focus our attention on the very liquid futures markets in particular we will analyze the S&P500 futures. We would like to encourage you as the reader to participate in the discussion and share your knowledge and/or ideas about opening range trading systems.

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Wealth Hub Team

11

min read

Brainstorming Ideas To Create Winning Crude Oil Trading Strategy

Today we gonna show you something really interesting and when done correctly it can be exploited. We are talking about imbalances. You can basically do this with any time frame and any contract especially those with rising volatility and severe directional price changes for a prolonged period of time.

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Wealth Hub Team

3

min read

Ray Dalio breaks down his “Holy Grail”

While Indiana Jones might have found it safely tucked away in the Temple of the Sun, to legendary investor Ray Dalio, the "Holy Grail" is a sweet spot between diversification and correlation.

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Wealth Hub Team

1

min read

Optimum Asset Allocation using Correlation

The concept of diversification is based on the concept that a trader can reduce his risk exposure by entering several positions at the same time. The success of a traders portfolio is therefore based on reducing risk rather than maximizing returns.

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Wealth Hub Team

3

min read

How the City of London financial interests created a web of offshore secrecy jurisdictions

The Spider’s Web: Britain’s Second Empire, is a documentary, which shows how Britain transformed from a colonial power into a global financial power.

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Wealth Hub Team

2

min read

Video Wall Street Code

A thrilling documentary about a genius algorithm builder who dared to stand up against Wall Street. Haim Bodek aka The Algo Arms Dealer. Haim Bodek is a former Goldman and UBS trader who has come firmly out against how stock exchanges work with high frequency traders. Mr. Bodek had worked with rapid-fire trading firms to give them an unfair edge over everyday investors. He became convinced exchanges were providing such an edge after he says he was offered one himself when he ran a high-speed trading firm—a way to place orders that can be filled ahead of others placed earlier. More information on the different order types can be found here.

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Wealth Hub Team

1

min read

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