APA Stock Forecast - 4 Period Moving Average
| APA Stock | USD 32.06 0.41 1.26% |
The 4 Period Moving Average forecasted value of APA Corporation on the next trading day is expected to be 32.24 with a mean absolute deviation of 0.63 and the sum of the absolute errors of 36.10. 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.
Check out Historical Fundamental Analysis of APA to cross-verify your projections. APA |
Most investors in APA 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 APA's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets APA's price structures and extracts relationships that further increase the generated results' accuracy.
A four-period moving average forecast model for APA Corporation is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility. APA 4 Period Moving Average Price Forecast For the 25th of April
Given 90 days horizon, the 4 Period Moving Average forecasted value of APA Corporation on the next trading day is expected to be 32.24 with a mean absolute deviation of 0.63, mean absolute percentage error of 0.62, and the sum of the absolute errors of 36.10.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 30.38 and 34.10, 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 4 Period Moving Average 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 | 110.2839 |
| Bias | Arithmetic mean of the errors | -0.045 |
| MAD | Mean absolute deviation | 0.6333 |
| MAPE | Mean absolute percentage error | 0.0198 |
| SAE | Sum of the absolute errors | 36.0975 |
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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of APA's 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 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 | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
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.
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 | 1.47 | |||
| Semi Deviation | 1.82 | |||
| Standard Deviation | 1.86 | |||
| Variance | 3.47 | |||
| Downside Variance | 3.59 | |||
| Semi Variance | 3.33 | |||
| Expected Short fall | (1.52) |
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.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards APA in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, APA's short interest history, or implied volatility extrapolated from APA options trading.
Pair Trading with APA
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if APA position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in APA will appreciate offsetting losses from the drop in the long position's value.Moving together with APA Stock
| 0.7 | AR | Antero Resources Corp Earnings Call Tomorrow | PairCorr |
| 0.78 | PR | Permian Resources Financial Report 13th of May 2024 | PairCorr |
| 0.88 | SD | SandRidge Energy | PairCorr |
| 0.79 | SM | SM Energy Financial Report 25th of April 2024 | PairCorr |
Moving against APA Stock
| 0.42 | EP | Empire Petroleum Corp | PairCorr |
The ability to find closely correlated positions to APA could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace APA when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back APA - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling APA Corporation to buy it.
The correlation of APA is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as APA moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if APA Corporation moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for APA can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Check out Historical Fundamental Analysis of APA to cross-verify your projections. You can also try the Stocks Directory module to find actively traded stocks across global markets.
Complementary Tools for APA Stock analysis
When running APA's price analysis, check to measure APA's 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 APA is operating at the current time. Most of APA's value examination focuses on studying past and present price action to predict the probability of APA's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move APA's price. Additionally, you may evaluate how the addition of APA to your portfolios can decrease your overall portfolio volatility.
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Is APA's industry expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of APA. If investors know APA will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about APA listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
The market value of APA Corporation is measured differently than its book value, which is the value of APA that is recorded on the company's balance sheet. Investors also form their own opinion of APA's value that differs from its market value or its book value, called intrinsic value, which is APA's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because APA's market value can be influenced by many factors that don't directly affect APA's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between APA's value and its price as these two are different measures arrived at by different means. Investors typically determine if APA is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, APA's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.