Thoughtworks Holding Stock Forecast - Naive Prediction

TWKSDelisted Stock  USD 4.47  0.00  0.00%   
The Naive Prediction forecasted value of Thoughtworks Holding on the next trading day is expected to be 4.47 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.66. Thoughtworks Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Thoughtworks Holding is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Thoughtworks Holding value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Thoughtworks Holding Naive Prediction Price Forecast For the 26th of November

Given 90 days horizon, the Naive Prediction forecasted value of Thoughtworks Holding on the next trading day is expected to be 4.47 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.0002, and the sum of the absolute errors of 0.66.
Please note that although there have been many attempts to predict Thoughtworks Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Thoughtworks Holding's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Thoughtworks Holding Stock Forecast Pattern

Backtest Thoughtworks HoldingThoughtworks Holding Price PredictionBuy or Sell Advice 

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Thoughtworks Holding stock data series using in forecasting. Note that when a statistical model is used to represent Thoughtworks Holding stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria109.5687
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0108
MAPEMean absolute percentage error0.0024
SAESum of the absolute errors0.6586
This model is not at all useful as a medium-long range forecasting tool of Thoughtworks Holding. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Thoughtworks Holding. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Thoughtworks Holding

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Thoughtworks Holding. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Hype
Prediction
LowEstimatedHigh
4.074.474.87
Details
Intrinsic
Valuation
LowRealHigh
3.373.774.92
Details

Thoughtworks Holding Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Thoughtworks Holding stock to make a market-neutral strategy. Peer analysis of Thoughtworks Holding could also be used in its relative valuation, which is a method of valuing Thoughtworks Holding by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Thoughtworks Holding Market Strength Events

Market strength indicators help investors to evaluate how Thoughtworks Holding stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Thoughtworks Holding shares will generate the highest return on investment. By undertsting and applying Thoughtworks Holding stock market strength indicators, traders can identify Thoughtworks Holding entry and exit signals to maximize returns.

Thoughtworks Holding Risk Indicators

The analysis of Thoughtworks Holding's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Thoughtworks Holding's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting thoughtworks stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
Explore Investing Ideas  
Check out World Market Map to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in industry.
You can also try the Top Crypto Exchanges module to search and analyze digital assets across top global cryptocurrency exchanges.

Other Consideration for investing in Thoughtworks Stock

If you are still planning to invest in Thoughtworks Holding check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Thoughtworks Holding's history and understand the potential risks before investing.
Cryptocurrency Center
Build and monitor diversified portfolio of extremely risky digital assets and cryptocurrency
Companies Directory
Evaluate performance of over 100,000 Stocks, Funds, and ETFs against different fundamentals
Portfolio Backtesting
Avoid under-diversification and over-optimization by backtesting your portfolios
FinTech Suite
Use AI to screen and filter profitable investment opportunities
ETFs
Find actively traded Exchange Traded Funds (ETF) from around the world
Funds Screener
Find actively-traded funds from around the world traded on over 30 global exchanges
Economic Indicators
Top statistical indicators that provide insights into how an economy is performing
Instant Ratings
Determine any equity ratings based on digital recommendations. Macroaxis instant equity ratings are based on combination of fundamental analysis and risk-adjusted market performance
Commodity Directory
Find actively traded commodities issued by global exchanges