Johnson Controls Stock Forecast - 4 Period Moving Average

TYIA Stock  EUR 79.72  1.53  1.96%   
The 4 Period Moving Average forecasted value of Johnson Controls International on the next trading day is expected to be 79.03 with a mean absolute deviation of 1.33 and the sum of the absolute errors of 75.99. Johnson Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Johnson Controls' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A four-period moving average forecast model for Johnson Controls International 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.

Johnson Controls 4 Period Moving Average Price Forecast For the 24th of November

Given 90 days horizon, the 4 Period Moving Average forecasted value of Johnson Controls International on the next trading day is expected to be 79.03 with a mean absolute deviation of 1.33, mean absolute percentage error of 3.71, and the sum of the absolute errors of 75.99.
Please note that although there have been many attempts to predict Johnson 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 Johnson Controls' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Johnson Controls Stock Forecast Pattern

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Johnson Controls Forecasted Value

In the context of forecasting Johnson Controls' 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. Johnson Controls' downside and upside margins for the forecasting period are 77.45 and 80.61, respectively. We have considered Johnson Controls' 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
79.72
79.03
Expected Value
80.61
Upside

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 Johnson Controls stock data series using in forecasting. Note that when a statistical model is used to represent Johnson Controls 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.
AICAkaike Information Criteria112.0707
BiasArithmetic mean of the errors -0.7013
MADMean absolute deviation1.3332
MAPEMean absolute percentage error0.0187
SAESum of the absolute errors75.99
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of Johnson Controls. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Johnson Controls International and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Johnson Controls

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Johnson Controls Int. 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.
Hype
Prediction
LowEstimatedHigh
78.1379.7281.31
Details
Intrinsic
Valuation
LowRealHigh
71.7588.6990.28
Details
Bollinger
Band Projection (param)
LowMiddleHigh
64.2672.8681.47
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Johnson Controls. Your research has to be compared to or analyzed against Johnson Controls' peers to derive any actionable benefits. When done correctly, Johnson Controls' 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 Johnson Controls Int.

Other Forecasting Options for Johnson Controls

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

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

Johnson Controls Int 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 Johnson Controls' 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 Johnson Controls' current price.

Johnson Controls Market Strength Events

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

Johnson Controls Risk Indicators

The analysis of Johnson Controls' 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 Johnson Controls' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting johnson 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.
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.

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Additional Information and Resources on Investing in Johnson Stock

When determining whether Johnson Controls Int offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Johnson Controls' 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 Johnson Controls International Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Johnson Controls International Stock:
Check out Historical Fundamental Analysis of Johnson Controls to cross-verify your projections.
You can also try the Correlation Analysis module to reduce portfolio risk simply by holding instruments which are not perfectly correlated.
Please note, there is a significant difference between Johnson Controls' value and its price as these two are different measures arrived at by different means. Investors typically determine if Johnson Controls is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Johnson Controls' 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.