Linde Plc Stock Forward View - Simple Exponential Smoothing
| LIN Stock | USD 488.15 -1.65 -0.34% |
The Simple Exponential Smoothing forecast shown here for Linde Plc is reference data produced from its historical price series. The projected value and error measures below serve as reference information. This data is provided for reference and analytical review. The Simple Exponential Smoothing output serves as one input among many for analytical review.
The Simple Exponential Smoothing forecasted value of Linde plc Ordinary on the next trading day is expected to be 488.15 with a mean absolute deviation of 4.28 and the sum of the absolute errors of 257.07.This simple exponential smoothing model begins by setting Linde plc Ordinary forecast for the second period equal to the observation of the first period. In other words, recent Linde Plc observations are given relatively more weight in forecasting than the older observations. This Simple Exponential Smoothing reference page for Linde Plc presents model-generated projections from historical price data for informational purposes. Simple Exponential Smoothing Price Forecast For the 24th of March
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Linde plc Ordinary on the next trading day is expected to be 488.15 with a mean absolute deviation of 4.28 , mean absolute percentage error of 27.61 , and the sum of the absolute errors of 257.07 .Please note that although there have been many attempts to predict Linde Stock prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Linde Plc's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
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Forecasted Value
This next-day forecast for Linde plc Ordinary uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. No forecasting approach has been shown to beat all others over time. Investors should treat any model output as a guide, not a guarantee.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Linde Plc stock data series using in forecasting. Note that when a statistical model is used to represent Linde Plc 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.| AIC | Akaike Information Criteria | 119.5908 |
| Bias | Arithmetic mean of the errors | -1.0745 |
| MAD | Mean absolute deviation | 4.2845 |
| MAPE | Mean absolute percentage error | 0.0092 |
| SAE | Sum of the absolute errors | 257.07 |
Other Forecasting Options for Linde Plc
The distribution of Linde Plc's daily returns is typically non-normal, with fatter tails than a Gaussian model predicts. This can reveal hidden support and resistance zones in Linde Plc's chart that simple price charts miss. The slope of Linde Plc's linear regression channel quantifies trend direction and strength over a chosen lookback period. Divergences between OBV and price can foreshadow trend changes in Linde.Linde Plc Related Equities
These related stocks within the Materials space give benchmarks for judging Linde Plc's results, margins, and growth trend. Looking at Linde Plc's pricing multiples next to these peers shows if the stock trades at a premium or discount. Firms that trade at big discounts to peers on core metrics may be worth more research. Use these checks as a starting point for deeper study of Linde Plc's strengths and weak spots.
| Risk & Return | Correlation |
Linde Plc Market Strength Events
Market strength indicators for Linde Plc give insight into the stock's responsiveness to broader forces. These indicators are useful for traders seeking optimal timing for positions in Linde plc Ordinary. Market strength analysis for Linde plc Ordinary works best when combined with volume and volatility data. For Linde Plc, strength indicators are a practical complement to price and fundamental analysis.
Linde Plc Risk Indicators
A thorough review of Linde Plc's risk indicators is an important first step in forecasting its price. Quantifying the risk involved in Linde Plc's allows investors to make better decisions about entry, sizing, and hedging. The assessment of Linde Plc's risk indicators plays a key role in managing investment exposure. Identifying the magnitude of risk in Linde Plc's provides context to choose between accepting or hedging exposure.
| Mean Deviation | 0.8497 | |||
| Semi Deviation | 0.9722 | |||
| Standard Deviation | 1.07 | |||
| Variance | 1.15 | |||
| Downside Variance | 1.35 | |||
| Semi Variance | 0.9452 | |||
| Expected Short fall | -0.94 |
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.
Story Coverage note for Linde Plc
Coverage intensity for Linde plc Ordinary matters because narrative visibility can influence sentiment, participation, and volatility around the name. The practical risk is that faster visibility can increase both interest and skepticism at the same time.
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Linde Plc Short Properties
A short-interest review of Linde plc Ordinary provides context for understanding whether skepticism in the market is becoming more influential. A disciplined short-interest review can make timing decisions more informed under rising skepticism.
| Common Stock Shares Outstanding | 468.7 M | |
| Cash And Short Term Investments | 5.1 B |