Halma PLC Pink Sheet Forecast - Triple Exponential Smoothing

HALMY Stock  USD 70.29  1.93  2.82%   
The Triple Exponential Smoothing forecasted value of Halma PLC on the next trading day is expected to be 70.44 with a mean absolute deviation of 0.97 and the sum of the absolute errors of 57.23. Halma Pink Sheet Forecast is based on your current time horizon.
  
Triple exponential smoothing for Halma PLC - 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 Halma PLC 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 Halma PLC price movement. However, neither of these exponential smoothing models address any seasonality of Halma PLC.

Halma PLC Triple Exponential Smoothing Price Forecast For the 2nd of December

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Halma PLC on the next trading day is expected to be 70.44 with a mean absolute deviation of 0.97, mean absolute percentage error of 1.73, and the sum of the absolute errors of 57.23.
Please note that although there have been many attempts to predict Halma 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 Halma PLC's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Halma PLC Pink Sheet Forecast Pattern

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Halma PLC Forecasted Value

In the context of forecasting Halma PLC'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. Halma PLC's downside and upside margins for the forecasting period are 68.49 and 72.38, respectively. We have considered Halma PLC'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
70.29
70.44
Expected Value
72.38
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 Halma PLC pink sheet data series using in forecasting. Note that when a statistical model is used to represent Halma PLC 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 CriteriaHuge
BiasArithmetic mean of the errors 0.0954
MADMean absolute deviation0.9701
MAPEMean absolute percentage error0.0146
SAESum of the absolute errors57.2347
As with simple exponential smoothing, in triple exponential smoothing models past Halma PLC 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 Halma PLC observations.

Predictive Modules for Halma PLC

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Halma PLC. 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
68.3470.2972.24
Details
Intrinsic
Valuation
LowRealHigh
66.6068.5570.50
Details
Bollinger
Band Projection (param)
LowMiddleHigh
62.5067.5972.68
Details

Other Forecasting Options for Halma PLC

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

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

Halma PLC 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 Halma PLC'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 Halma PLC's current price.

Halma PLC Market Strength Events

Market strength indicators help investors to evaluate how Halma PLC 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 Halma PLC shares will generate the highest return on investment. By undertsting and applying Halma PLC pink sheet market strength indicators, traders can identify Halma PLC entry and exit signals to maximize returns.

Halma PLC Risk Indicators

The analysis of Halma PLC'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 Halma PLC's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting halma 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.

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 Tools for Halma Pink Sheet Analysis

When running Halma PLC's price analysis, check to measure Halma PLC's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Halma PLC is operating at the current time. Most of Halma PLC's value examination focuses on studying past and present price action to predict the probability of Halma PLC's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Halma PLC's price. Additionally, you may evaluate how the addition of Halma PLC to your portfolios can decrease your overall portfolio volatility.