Sonder Holdings Stock Forecast - 20 Period Moving Average
| SONDW Stock | USD 0.01 0 27.71% |
The 20 Period Moving Average forecasted value of Sonder Holdings on the next trading day is expected to be 0.01 with a mean absolute deviation of 0 and the sum of the absolute errors of 0.09. Sonder Stock Forecast is based on your current time horizon.
Sonder |
Most investors in Sonder Holdings cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Sonder Holdings' time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Sonder Holdings' price structures and extracts relationships that further increase the generated results' accuracy.
A commonly used 20-period moving average forecast model for Sonder Holdings is based on a synthetically constructed Sonder Holdingsdaily price series in which the value for a trading day is replaced by the mean of that value and the values for 20 of preceding and succeeding time periods. This model is best suited for price series data that changes over time. Sonder Holdings 20 Period Moving Average Price Forecast For the 17th of June 2024
Given 90 days horizon, the 20 Period Moving Average forecasted value of Sonder Holdings on the next trading day is expected to be 0.01 with a mean absolute deviation of 0, mean absolute percentage error of 0.00000831, and the sum of the absolute errors of 0.09.Please note that although there have been many attempts to predict Sonder 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 Sonder Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Sonder Holdings Stock Forecast Pattern
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Sonder Holdings Forecasted Value
In the context of forecasting Sonder Holdings' 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. Sonder Holdings' downside and upside margins for the forecasting period are 0.0001 and 26.97, respectively. We have considered Sonder Holdings' 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.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the 20 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Sonder Holdings stock data series using in forecasting. Note that when a statistical model is used to represent Sonder Holdings 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 | 69.6546 |
| Bias | Arithmetic mean of the errors | -9.0E-4 |
| MAD | Mean absolute deviation | 0.0022 |
| MAPE | Mean absolute percentage error | 0.2232 |
| SAE | Sum of the absolute errors | 0.0903 |
Predictive Modules for Sonder Holdings
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Sonder Holdings. 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Sonder Holdings' price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Other Forecasting Options for Sonder Holdings
For every potential investor in Sonder, whether a beginner or expert, Sonder Holdings' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Sonder Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Sonder. Basic forecasting techniques help filter out the noise by identifying Sonder Holdings' price trends.Sonder Holdings 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 Sonder Holdings stock to make a market-neutral strategy. Peer analysis of Sonder Holdings could also be used in its relative valuation, which is a method of valuing Sonder Holdings by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Sonder Holdings 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 Sonder Holdings' 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 Sonder Holdings' current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Sonder Holdings Market Strength Events
Market strength indicators help investors to evaluate how Sonder Holdings stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Sonder Holdings shares will generate the highest return on investment. By undertsting and applying Sonder Holdings stock market strength indicators, traders can identify Sonder Holdings entry and exit signals to maximize returns.
Sonder Holdings Risk Indicators
The analysis of Sonder Holdings' 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 Sonder Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting sonder 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.
| Mean Deviation | 17.45 | |||
| Semi Deviation | 15.73 | |||
| Standard Deviation | 26.02 | |||
| Variance | 676.86 | |||
| Downside Variance | 468.33 | |||
| Semi Variance | 247.46 | |||
| Expected Short fall | (21.72) |
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.
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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.| WMT | Walmart | |
| MIDNX | Matthews India Fund | |
| QCOM | Qualcomm Incorporated |
Additional Tools for Sonder Stock Analysis
When running Sonder Holdings' price analysis, check to measure Sonder Holdings' 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 Sonder Holdings is operating at the current time. Most of Sonder Holdings' value examination focuses on studying past and present price action to predict the probability of Sonder Holdings' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Sonder Holdings' price. Additionally, you may evaluate how the addition of Sonder Holdings to your portfolios can decrease your overall portfolio volatility.