DPSC Stock Forecast - Triple Exponential Smoothing

DPSCLTD Stock   16.69  0.24  1.42%   
The Triple Exponential Smoothing forecasted value of DPSC Limited on the next trading day is expected to be 16.63 with a mean absolute deviation of 0.34 and the sum of the absolute errors of 19.89. DPSC Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast DPSC stock prices and determine the direction of DPSC Limited's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of DPSC's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, DPSC's Other Current Liabilities is projected to increase significantly based on the last few years of reporting. The current year's Total Stockholder Equity is expected to grow to about 12.7 B, whereas Total Current Liabilities is forecasted to decline to about 4.5 B.
Triple exponential smoothing for DPSC - 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 DPSC 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 DPSC price movement. However, neither of these exponential smoothing models address any seasonality of DPSC Limited.

DPSC Triple Exponential Smoothing Price Forecast For the 26th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of DPSC Limited on the next trading day is expected to be 16.63 with a mean absolute deviation of 0.34, mean absolute percentage error of 0.21, and the sum of the absolute errors of 19.89.
Please note that although there have been many attempts to predict DPSC 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 DPSC's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

DPSC Stock Forecast Pattern

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DPSC Forecasted Value

In the context of forecasting DPSC'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. DPSC's downside and upside margins for the forecasting period are 14.25 and 19.01, respectively. We have considered DPSC'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
16.69
16.63
Expected Value
19.01
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 DPSC stock data series using in forecasting. Note that when a statistical model is used to represent DPSC 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 0.0767
MADMean absolute deviation0.3371
MAPEMean absolute percentage error0.0184
SAESum of the absolute errors19.8879
As with simple exponential smoothing, in triple exponential smoothing models past DPSC 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 DPSC Limited observations.

Predictive Modules for DPSC

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as DPSC Limited. 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
14.7217.1019.48
Details
Intrinsic
Valuation
LowRealHigh
15.3217.7020.08
Details
Bollinger
Band Projection (param)
LowMiddleHigh
15.8017.0418.28
Details

Other Forecasting Options for DPSC

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

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

DPSC Limited 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 DPSC'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 DPSC's current price.

DPSC Market Strength Events

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

DPSC Risk Indicators

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

Other Information on Investing in DPSC Stock

DPSC financial ratios help investors to determine whether DPSC Stock 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 DPSC with respect to the benefits of owning DPSC security.