APA Stock Forecast - Naive Prediction
| A1PA34 Stock | BRL 124.54 2.73 2.15% |
The Naive Prediction forecasted value of APA Corporation on the next trading day is expected to be 118.71 with a mean absolute deviation of 1.90 and the sum of the absolute errors of 116.03. APA Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast APA stock prices and determine the direction of APA Corporation's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of APA's historical fundamentals, such as revenue growth or operating cash flow patterns.
APA |
APA Naive Prediction Price Forecast For the 23rd of December
Given 90 days horizon, the Naive Prediction forecasted value of APA Corporation on the next trading day is expected to be 118.71 with a mean absolute deviation of 1.90, mean absolute percentage error of 6.86, and the sum of the absolute errors of 116.03.Please note that although there have been many attempts to predict APA 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 APA's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
APA Stock Forecast Pattern
| Backtest APA | APA Price Prediction | Buy or Sell Advice |
APA Forecasted Value
In the context of forecasting APA's 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. APA's downside and upside margins for the forecasting period are 116.26 and 121.16, respectively. We have considered APA's 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 Naive Prediction forecasting method's relative quality and the estimations of the prediction error of APA stock data series using in forecasting. Note that when a statistical model is used to represent APA 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 | 120.0366 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 1.9021 |
| MAPE | Mean absolute percentage error | 0.0141 |
| SAE | Sum of the absolute errors | 116.0287 |
Predictive Modules for APA
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as APA Corporation. 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.Other Forecasting Options for APA
For every potential investor in APA, whether a beginner or expert, APA's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. APA Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in APA. Basic forecasting techniques help filter out the noise by identifying APA's price trends.APA 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 APA stock to make a market-neutral strategy. Peer analysis of APA could also be used in its relative valuation, which is a method of valuing APA by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
APA Corporation 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 APA's 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 APA's current price.| Cycle Indicators | ||
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APA Market Strength Events
Market strength indicators help investors to evaluate how APA stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading APA shares will generate the highest return on investment. By undertsting and applying APA stock market strength indicators, traders can identify APA Corporation entry and exit signals to maximize returns.
| Daily Balance Of Power | (9,223,372,036,855) | |||
| Rate Of Daily Change | 0.98 | |||
| Day Median Price | 124.54 | |||
| Day Typical Price | 124.54 | |||
| Price Action Indicator | (1.36) | |||
| Period Momentum Indicator | (2.73) |
APA Risk Indicators
The analysis of APA'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 APA's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting apa 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 | 1.24 | |||
| Standard Deviation | 2.41 | |||
| Variance | 5.81 |
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.
Also Currently Popular
Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.Additional Information and Resources on Investing in APA Stock
When determining whether APA Corporation offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of APA's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Apa Corporation Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Apa Corporation Stock:Check out Historical Fundamental Analysis of APA to cross-verify your projections. You can also try the Competition Analyzer module to analyze and compare many basic indicators for a group of related or unrelated entities.