Modine Manufacturing Stock Forecast - Triple Exponential Smoothing

MOD Stock  USD 140.81  7.30  5.47%   
The Triple Exponential Smoothing forecasted value of Modine Manufacturing on the next trading day is expected to be 140.70 with a mean absolute deviation of 4.90 and the sum of the absolute errors of 289.08. Modine Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Modine Manufacturing stock prices and determine the direction of Modine Manufacturing's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Modine Manufacturing's historical fundamentals, such as revenue growth or operating cash flow patterns.
At the present time the relative strength index (rsi) of Modine Manufacturing's share price is below 20 . This indicates that the stock is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards.

Momentum 0

 Sell Peaked

 
Oversold
 
Overbought
The successful prediction of Modine Manufacturing's future price could yield a significant profit. Please, note that this module is not intended to be used solely to calculate an intrinsic value of Modine Manufacturing and does not consider all of the tangible or intangible factors available from Modine Manufacturing's fundamental data. We analyze noise-free headlines and recent hype associated with Modine Manufacturing, which may create opportunities for some arbitrage if properly timed.
Using Modine Manufacturing hype-based prediction, you can estimate the value of Modine Manufacturing from the perspective of Modine Manufacturing response to recently generated media hype and the effects of current headlines on its competitors.
The Triple Exponential Smoothing forecasted value of Modine Manufacturing on the next trading day is expected to be 140.70 with a mean absolute deviation of 4.90 and the sum of the absolute errors of 289.08.

Modine Manufacturing after-hype prediction price

    
  USD 139.38  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
Check out Historical Fundamental Analysis of Modine Manufacturing to cross-verify your projections.
For information on how to trade Modine Stock refer to our How to Trade Modine Stock guide.

Modine Manufacturing Additional Predictive Modules

Most predictive techniques to examine Modine price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Modine using various technical indicators. When you analyze Modine charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
Triple exponential smoothing for Modine Manufacturing - 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 Modine Manufacturing 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 Modine Manufacturing price movement. However, neither of these exponential smoothing models address any seasonality of Modine Manufacturing.

Modine Manufacturing Triple Exponential Smoothing Price Forecast For the 4th of January

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Modine Manufacturing on the next trading day is expected to be 140.70 with a mean absolute deviation of 4.90, mean absolute percentage error of 46.07, and the sum of the absolute errors of 289.08.
Please note that although there have been many attempts to predict Modine 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 Modine Manufacturing's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Modine Manufacturing Stock Forecast Pattern

Backtest Modine ManufacturingModine Manufacturing Price PredictionBuy or Sell Advice 

Modine Manufacturing Forecasted Value

In the context of forecasting Modine Manufacturing'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. Modine Manufacturing's downside and upside margins for the forecasting period are 136.55 and 144.84, respectively. We have considered Modine Manufacturing'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
140.81
136.55
Downside
140.70
Expected Value
144.84
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 Modine Manufacturing stock data series using in forecasting. Note that when a statistical model is used to represent Modine Manufacturing 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 -1.0356
MADMean absolute deviation4.8997
MAPEMean absolute percentage error0.0334
SAESum of the absolute errors289.0827
As with simple exponential smoothing, in triple exponential smoothing models past Modine Manufacturing 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 Modine Manufacturing observations.

Predictive Modules for Modine Manufacturing

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Modine Manufacturing. 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
135.24139.38143.52
Details
Intrinsic
Valuation
LowRealHigh
126.73151.75155.89
Details
Bollinger
Band Projection (param)
LowMiddleHigh
124.48146.70168.91
Details

Other Forecasting Options for Modine Manufacturing

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

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

Modine Manufacturing 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 Modine Manufacturing'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 Modine Manufacturing's current price.

Modine Manufacturing Market Strength Events

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

Modine Manufacturing Risk Indicators

The analysis of Modine Manufacturing'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 Modine Manufacturing's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting modine 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.

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.
When determining whether Modine Manufacturing is a strong investment it is important to analyze Modine Manufacturing's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Modine Manufacturing's future performance. For an informed investment choice regarding Modine Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Modine Manufacturing to cross-verify your projections.
For information on how to trade Modine Stock refer to our How to Trade Modine Stock guide.
You can also try the Risk-Return Analysis module to view associations between returns expected from investment and the risk you assume.
Is Automotive Parts & Equipment 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 Modine Manufacturing. If investors know Modine 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 Modine Manufacturing 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 Modine Manufacturing is measured differently than its book value, which is the value of Modine that is recorded on the company's balance sheet. Investors also form their own opinion of Modine Manufacturing's value that differs from its market value or its book value, called intrinsic value, which is Modine Manufacturing'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 Modine Manufacturing's market value can be influenced by many factors that don't directly affect Modine Manufacturing'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 Modine Manufacturing's value and its price as these two are different measures arrived at by different means. Investors typically determine if Modine Manufacturing is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Modine Manufacturing'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.