Community Heritage Pink Sheet Forecast - 8 Period Moving Average

CMHF Stock  USD 21.50  0.50  2.38%   
The 8 Period Moving Average forecasted value of Community Heritage Financial on the next trading day is expected to be 21.12 with a mean absolute deviation of 0.17 and the sum of the absolute errors of 8.88. Community Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Community Heritage's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
An 8-period moving average forecast model for Community Heritage is based on an artificially constructed time series of Community Heritage daily prices in which the value for a trading day is replaced by the mean of that value and the values for 8 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

Community Heritage 8 Period Moving Average Price Forecast For the 11th of November 2024

Given 90 days horizon, the 8 Period Moving Average forecasted value of Community Heritage Financial on the next trading day is expected to be 21.12 with a mean absolute deviation of 0.17, mean absolute percentage error of 0.06, and the sum of the absolute errors of 8.88.
Please note that although there have been many attempts to predict Community Pink Sheet 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 Community Heritage's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Community Heritage Pink Sheet Forecast Pattern

Backtest Community HeritageCommunity Heritage Price PredictionBuy or Sell Advice 

Community Heritage Forecasted Value

In the context of forecasting Community Heritage's Pink Sheet 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. Community Heritage's downside and upside margins for the forecasting period are 20.12 and 22.11, respectively. We have considered Community Heritage'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.
Market Value
21.50
21.12
Expected Value
22.11
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Community Heritage pink sheet data series using in forecasting. Note that when a statistical model is used to represent Community Heritage pink sheet, 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 Criteria100.5569
BiasArithmetic mean of the errors -0.0135
MADMean absolute deviation0.1676
MAPEMean absolute percentage error0.008
SAESum of the absolute errors8.8825
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. Community Heritage Financial 8-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for Community Heritage

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Community Heritage. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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
20.5021.5022.50
Details
Intrinsic
Valuation
LowRealHigh
20.3221.3222.32
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Community Heritage. Your research has to be compared to or analyzed against Community Heritage's peers to derive any actionable benefits. When done correctly, Community Heritage's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Community Heritage.

Other Forecasting Options for Community Heritage

For every potential investor in Community, whether a beginner or expert, Community Heritage's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Community Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Community. Basic forecasting techniques help filter out the noise by identifying Community Heritage's price trends.

Community Heritage 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 Community Heritage pink sheet to make a market-neutral strategy. Peer analysis of Community Heritage could also be used in its relative valuation, which is a method of valuing Community Heritage by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Community Heritage Technical and Predictive Analytics

The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Community Heritage'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 Community Heritage's current price.

Community Heritage Market Strength Events

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

Community Heritage Risk Indicators

The analysis of Community Heritage'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 Community Heritage's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting community pink sheet 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.

Currently Active Assets on Macroaxis

Other Information on Investing in Community Pink Sheet

Community Heritage financial ratios help investors to determine whether Community Pink Sheet is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Community with respect to the benefits of owning Community Heritage security.