International Business Stock Forecast - Polynomial Regression
| IBM Stock | MXN 3,133 70.29 2.30% |
The Polynomial Regression forecasted value of International Business Machines on the next trading day is expected to be 3,015 with a mean absolute deviation of 53.48 and the sum of the absolute errors of 3,316. International Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast International Business stock prices and determine the direction of International Business Machines's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of International Business' historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of International Business to cross-verify your projections. International |
Most investors in International Business cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the International Business' time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets International Business' price structures and extracts relationships that further increase the generated results' accuracy.
International Business polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for International Business Machines as well as the accuracy indicators are determined from the period prices. International Business Polynomial Regression Price Forecast For the 26th of April
Given 90 days horizon, the Polynomial Regression forecasted value of International Business Machines on the next trading day is expected to be 3,015 with a mean absolute deviation of 53.48, mean absolute percentage error of 3,761, and the sum of the absolute errors of 3,316.Please note that although there have been many attempts to predict International 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 International Business' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
International Business Stock Forecast Pattern
| Backtest International Business | International Business Price Prediction | Buy or Sell Advice |
International Business Forecasted Value
In the context of forecasting International Business' Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. International Business' downside and upside margins for the forecasting period are 3,014 and 3,016, respectively. We have considered International Business' daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of International Business stock data series using in forecasting. Note that when a statistical model is used to represent International Business 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.| AIC | Akaike Information Criteria | 128.1808 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 53.483 |
| MAPE | Mean absolute percentage error | 0.0168 |
| SAE | Sum of the absolute errors | 3315.9443 |
Predictive Modules for International Business
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as International Business. 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of International Business' price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Other Forecasting Options for International Business
For every potential investor in International, whether a beginner or expert, International Business' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. International Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in International. Basic forecasting techniques help filter out the noise by identifying International Business' price trends.International Business 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 International Business stock to make a market-neutral strategy. Peer analysis of International Business could also be used in its relative valuation, which is a method of valuing International Business by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
International Business Technical and Predictive Analytics
The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of International Business' price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of International Business' current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
International Business Market Strength Events
Market strength indicators help investors to evaluate how International Business stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading International Business shares will generate the highest return on investment. By undertsting and applying International Business stock market strength indicators, traders can identify International Business Machines entry and exit signals to maximize returns.
| Daily Balance Of Power | 9.2 T | |||
| Rate Of Daily Change | 1.02 | |||
| Day Median Price | 3133.0 | |||
| Day Typical Price | 3133.0 | |||
| Price Action Indicator | 35.14 | |||
| Period Momentum Indicator | 70.29 | |||
| Relative Strength Index | 5.45 |
International Business Risk Indicators
The analysis of International Business' 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 International Business' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting international 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.
| Mean Deviation | 1.04 | |||
| Semi Deviation | 1.1 | |||
| Standard Deviation | 1.92 | |||
| Variance | 3.68 | |||
| Downside Variance | 4.82 | |||
| Semi Variance | 1.21 | |||
| Expected Short fall | (1.80) |
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.
Building efficient market-beating portfolios requires time, education, and a lot of computing power!
The Portfolio Architect is an AI-driven system that provides multiple benefits to our users by leveraging cutting-edge machine learning algorithms, statistical analysis, and predictive modeling to automate the process of asset selection and portfolio construction, saving time and reducing human error for individual and institutional investors.
Try AI Portfolio ArchitectCheck out Historical Fundamental Analysis of International Business to cross-verify your projections. You can also try the Commodity Directory module to find actively traded commodities issued by global exchanges.
Complementary Tools for International Stock analysis
When running International Business' price analysis, check to measure International Business' market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy International Business is operating at the current time. Most of International Business' value examination focuses on studying past and present price action to predict the probability of International Business' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move International Business' price. Additionally, you may evaluate how the addition of International Business to your portfolios can decrease your overall portfolio volatility.
| Latest Portfolios Quick portfolio dashboard that showcases your latest portfolios | |
| Idea Optimizer Use advanced portfolio builder with pre-computed micro ideas to build optimal portfolio | |
| Portfolio Diagnostics Use generated alerts and portfolio events aggregator to diagnose current holdings | |
| Insider Screener Find insiders across different sectors to evaluate their impact on performance | |
| Competition Analyzer Analyze and compare many basic indicators for a group of related or unrelated entities | |
| FinTech Suite Use AI to screen and filter profitable investment opportunities | |
| Portfolio Comparator Compare the composition, asset allocations and performance of any two portfolios in your account | |
| Premium Stories Follow Macroaxis premium stories from verified contributors across different equity types, categories and coverage scope |