UGI Stock Forecast - Double Exponential Smoothing

UGI Stock  USD 30.04  0.06  0.20%   
The Double Exponential Smoothing forecasted value of UGI Corporation on the next trading day is expected to be 30.70 with a mean absolute deviation of 0.35 and the sum of the absolute errors of 20.66. UGI Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of UGI's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
As of now, UGI's Receivables Turnover is decreasing as compared to previous years. The UGI's current Asset Turnover is estimated to increase to 0.81, while Inventory Turnover is projected to decrease to 8.62. . The current Common Stock Shares Outstanding is estimated to decrease to about 163.7 M. The UGI's current Net Loss is estimated to increase to about (1.6 B).
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for UGI works best with periods where there are trends or seasonality.

UGI Double Exponential Smoothing Price Forecast For the 29th of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of UGI Corporation on the next trading day is expected to be 30.70 with a mean absolute deviation of 0.35, mean absolute percentage error of 0.35, and the sum of the absolute errors of 20.66.
Please note that although there have been many attempts to predict UGI 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 UGI's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

UGI Stock Forecast Pattern

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UGI Forecasted Value

In the context of forecasting UGI'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. UGI's downside and upside margins for the forecasting period are 28.38 and 33.02, respectively. We have considered UGI'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
30.04
30.70
Expected Value
33.02
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of UGI stock data series using in forecasting. Note that when a statistical model is used to represent UGI 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 -0.0906
MADMean absolute deviation0.3502
MAPEMean absolute percentage error0.0139
SAESum of the absolute errors20.6644
When UGI Corporation 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 UGI Corporation trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent UGI observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for UGI

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as UGI Corporation. 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
27.9230.2432.56
Details
Intrinsic
Valuation
LowRealHigh
27.0434.3536.67
Details
4 Analysts
Consensus
LowTargetHigh
32.0835.2539.13
Details
Earnings
Estimates (0)
LowProjected EPSHigh
1.201.221.24
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as UGI. Your research has to be compared to or analyzed against UGI's peers to derive any actionable benefits. When done correctly, UGI's 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 UGI Corporation.

Other Forecasting Options for UGI

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

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

UGI Corporation 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 UGI'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 UGI's current price.

UGI Market Strength Events

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

UGI Risk Indicators

The analysis of UGI'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 UGI's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ugi 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 UGI Corporation offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of UGI's 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 Ugi Corporation Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Ugi Corporation Stock:
Check out Historical Fundamental Analysis of UGI to cross-verify your projections.
You can also try the Risk-Return Analysis module to view associations between returns expected from investment and the risk you assume.
Is Gas Utilities 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 UGI. If investors know UGI 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 UGI 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
3.51
Earnings Share
1.25
Revenue Per Share
35.102
Quarterly Revenue Growth
(0.17)
Return On Assets
0.0536
The market value of UGI Corporation is measured differently than its book value, which is the value of UGI that is recorded on the company's balance sheet. Investors also form their own opinion of UGI's value that differs from its market value or its book value, called intrinsic value, which is UGI'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 UGI's market value can be influenced by many factors that don't directly affect UGI'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 UGI's value and its price as these two are different measures arrived at by different means. Investors typically determine if UGI is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, UGI'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.