Sano Brunos Stock Forecast - Double Exponential Smoothing

SANO1 Stock   36,140  100.00  0.28%   
The Double Exponential Smoothing forecasted value of Sano Brunos Enterprises on the next trading day is expected to be 36,369 with a mean absolute deviation of 296.79 and the sum of the absolute errors of 17,511. Sano Stock Forecast is based on your current time horizon.
  
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 Sano Brunos works best with periods where there are trends or seasonality.

Sano Brunos Double Exponential Smoothing Price Forecast For the 16th of December 2024

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Sano Brunos Enterprises on the next trading day is expected to be 36,369 with a mean absolute deviation of 296.79, mean absolute percentage error of 167,624, and the sum of the absolute errors of 17,511.
Please note that although there have been many attempts to predict Sano 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 Sano Brunos' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Sano Brunos Stock Forecast Pattern

Backtest Sano BrunosSano Brunos Price PredictionBuy or Sell Advice 

Sano Brunos Forecasted Value

In the context of forecasting Sano Brunos' 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. Sano Brunos' downside and upside margins for the forecasting period are 36,367 and 36,370, respectively. We have considered Sano Brunos' 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
36,140
36,367
Downside
36,369
Expected Value
36,370
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 Sano Brunos stock data series using in forecasting. Note that when a statistical model is used to represent Sano Brunos 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 -43.5342
MADMean absolute deviation296.7882
MAPEMean absolute percentage error0.0094
SAESum of the absolute errors17510.5013
When Sano Brunos Enterprises 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 Sano Brunos Enterprises 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 Sano Brunos observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Sano Brunos

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Sano Brunos Enterprises. 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
36,13936,14036,141
Details
Intrinsic
Valuation
LowRealHigh
32,52640,61440,615
Details
Bollinger
Band Projection (param)
LowMiddleHigh
33,67335,48737,301
Details

Other Forecasting Options for Sano Brunos

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

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

Sano Brunos Enterprises 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 Sano Brunos' 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 Sano Brunos' current price.

Sano Brunos Market Strength Events

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

Sano Brunos Risk Indicators

The analysis of Sano Brunos' 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 Sano Brunos' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting sano 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.

Additional Tools for Sano Stock Analysis

When running Sano Brunos' price analysis, check to measure Sano Brunos' 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 Sano Brunos is operating at the current time. Most of Sano Brunos' value examination focuses on studying past and present price action to predict the probability of Sano Brunos' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Sano Brunos' price. Additionally, you may evaluate how the addition of Sano Brunos to your portfolios can decrease your overall portfolio volatility.