TESCO PLC Stock Forecast - Simple Exponential Smoothing

TCO2 Stock  EUR 12.80  0.10  0.78%   
The Simple Exponential Smoothing forecasted value of TESCO PLC ADR1 on the next trading day is expected to be 12.83 with a mean absolute deviation of 0.15 and the sum of the absolute errors of 9.27. TESCO Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of TESCO PLC's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
TESCO PLC simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for TESCO PLC ADR1 are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as TESCO PLC ADR1 prices get older.

TESCO PLC Simple Exponential Smoothing Price Forecast For the 24th of December

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of TESCO PLC ADR1 on the next trading day is expected to be 12.83 with a mean absolute deviation of 0.15, mean absolute percentage error of 0.04, and the sum of the absolute errors of 9.27.
Please note that although there have been many attempts to predict TESCO 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 TESCO PLC's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

TESCO PLC Stock Forecast Pattern

Backtest TESCO PLCTESCO PLC Price PredictionBuy or Sell Advice 

TESCO PLC Forecasted Value

In the context of forecasting TESCO PLC'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. TESCO PLC's downside and upside margins for the forecasting period are 11.03 and 14.63, respectively. We have considered TESCO 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
12.80
12.83
Expected Value
14.63
Upside

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 TESCO PLC stock data series using in forecasting. Note that when a statistical model is used to represent TESCO 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.
AICAkaike Information Criteria113.003
BiasArithmetic mean of the errors -0.0145
MADMean absolute deviation0.1545
MAPEMean absolute percentage error0.0125
SAESum of the absolute errors9.2723
This simple exponential smoothing model begins by setting TESCO PLC ADR1 forecast for the second period equal to the observation of the first period. In other words, recent TESCO PLC observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for TESCO 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 TESCO PLC ADR1. 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
11.0012.8014.60
Details
Intrinsic
Valuation
LowRealHigh
8.8110.6114.08
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as TESCO PLC. Your research has to be compared to or analyzed against TESCO PLC's peers to derive any actionable benefits. When done correctly, TESCO PLC'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 TESCO PLC ADR1.

Other Forecasting Options for TESCO PLC

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

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

TESCO PLC ADR1 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 TESCO 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 TESCO PLC's current price.

TESCO PLC Market Strength Events

Market strength indicators help investors to evaluate how TESCO PLC stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading TESCO PLC shares will generate the highest return on investment. By undertsting and applying TESCO PLC stock market strength indicators, traders can identify TESCO PLC ADR1 entry and exit signals to maximize returns.

TESCO PLC Risk Indicators

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

Other Information on Investing in TESCO Stock

TESCO PLC financial ratios help investors to determine whether TESCO 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 TESCO with respect to the benefits of owning TESCO PLC security.