Johnson Controls Stock Forecast - Triple Exponential Smoothing

JCI Stock  USD 76.35  0.80  1.06%   
The Triple Exponential Smoothing forecasted value of Johnson Controls International on the next trading day is expected to be 76.47 with a mean absolute deviation of 0.92 and the sum of the absolute errors of 53.99. 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.
  
As of now, Johnson Controls' Payables Turnover is decreasing as compared to previous years. The Johnson Controls' current Receivables Turnover is estimated to increase to 6.19, while Inventory Turnover is projected to decrease to 7.01. . The current Common Stock Shares Outstanding is estimated to decrease to about 516.2 M. The current Net Income Applicable To Common Shares is estimated to decrease to about 1.4 B.
Most investors in Johnson Controls 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 Johnson Controls' time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Johnson Controls' price structures and extracts relationships that further increase the accuracy of the generated results. Triple exponential smoothing for Johnson Controls - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Johnson Controls prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in Johnson Controls price movement. However, neither of these exponential smoothing models address any seasonality of Johnson Controls Int.

Johnson Controls Triple Exponential Smoothing Price Forecast For the 10th of October

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Johnson Controls International on the next trading day is expected to be 76.47 with a mean absolute deviation of 0.92, mean absolute percentage error of 1.50, and the sum of the absolute errors of 53.99.
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 74.88 and 78.06, 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
76.35
76.47
Expected Value
78.06
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing 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 CriteriaHuge
BiasArithmetic mean of the errors -0.175
MADMean absolute deviation0.9151
MAPEMean absolute percentage error0.0131
SAESum of the absolute errors53.9937
As with simple exponential smoothing, in triple exponential smoothing models past Johnson Controls observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Johnson Controls International observations.

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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Johnson Controls' 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.
Hype
Prediction
LowEstimatedHigh
74.7676.3577.94
Details
Intrinsic
Valuation
LowRealHigh
70.9472.5383.99
Details
Bollinger
Band Projection (param)
LowMiddleHigh
68.2373.9179.60
Details
24 Analysts
Consensus
LowTargetHigh
63.8970.2177.93
Details

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.

Currently Active Assets on Macroaxis

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 Portfolio Backtesting module to avoid under-diversification and over-optimization by backtesting your portfolios.
Is Building Products space 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 Johnson Controls. If investors know Johnson 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 Johnson Controls listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth
(0.05)
Dividend Share
1.48
Earnings Share
2.38
Revenue Per Share
39.746
Quarterly Revenue Growth
0.014
The market value of Johnson Controls Int is measured differently than its book value, which is the value of Johnson that is recorded on the company's balance sheet. Investors also form their own opinion of Johnson Controls' value that differs from its market value or its book value, called intrinsic value, which is Johnson Controls' 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 Johnson Controls' market value can be influenced by many factors that don't directly affect Johnson Controls' 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 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.