Mid America Stock Forecast - Simple Regression
| M1AA34 Stock | BRL 237.84 0.00 0.00% |
The Simple Regression forecasted value of Mid America Apartment Communities on the next trading day is expected to be 228.84 with a mean absolute deviation of 3.87 and the sum of the absolute errors of 236.34. Mid Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Mid America stock prices and determine the direction of Mid America Apartment Communities's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Mid America's historical fundamentals, such as revenue growth or operating cash flow patterns.
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Mid America Simple Regression Price Forecast For the 30th of December
Given 90 days horizon, the Simple Regression forecasted value of Mid America Apartment Communities on the next trading day is expected to be 228.84 with a mean absolute deviation of 3.87, mean absolute percentage error of 24.24, and the sum of the absolute errors of 236.34.Please note that although there have been many attempts to predict Mid 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 Mid America's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Mid America Stock Forecast Pattern
| Backtest Mid America | Mid America Price Prediction | Buy or Sell Advice |
Mid America Forecasted Value
In the context of forecasting Mid America'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. Mid America's downside and upside margins for the forecasting period are 227.76 and 229.91, respectively. We have considered Mid America'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 Simple Regression forecasting method's relative quality and the estimations of the prediction error of Mid America stock data series using in forecasting. Note that when a statistical model is used to represent Mid America 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 | 121.2984 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 3.8744 |
| MAPE | Mean absolute percentage error | 0.0171 |
| SAE | Sum of the absolute errors | 236.3376 |
Predictive Modules for Mid America
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Mid America Apartment. 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 Mid America
For every potential investor in Mid, whether a beginner or expert, Mid America's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Mid Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Mid. Basic forecasting techniques help filter out the noise by identifying Mid America's price trends.Mid America 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 Mid America stock to make a market-neutral strategy. Peer analysis of Mid America could also be used in its relative valuation, which is a method of valuing Mid America by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Mid America Apartment 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 Mid America'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 Mid America's current price.| Cycle Indicators | ||
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| Volume Indicators |
Mid America Market Strength Events
Market strength indicators help investors to evaluate how Mid America stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Mid America shares will generate the highest return on investment. By undertsting and applying Mid America stock market strength indicators, traders can identify Mid America Apartment Communities entry and exit signals to maximize returns.
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 237.84 | |||
| Day Typical Price | 237.84 |
Mid America Risk Indicators
The analysis of Mid America'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 Mid America's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting mid 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 | 0.3447 | |||
| Standard Deviation | 1.22 | |||
| Variance | 1.5 |
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 Mid Stock
When determining whether Mid America Apartment offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Mid America'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 Mid America Apartment Communities Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Mid America Apartment Communities Stock:Check out Historical Fundamental Analysis of Mid America to cross-verify your projections. You can also try the Portfolio Dashboard module to portfolio dashboard that provides centralized access to all your investments.