Willamette Valley Preferred Stock Forecast - 8 Period Moving Average
| WVVIP Preferred Stock | USD 3.66 0.10 2.66% |
The 8 Period Moving Average forecasted value of Willamette Valley Vineyards on the next trading day is expected to be 3.72 with a mean absolute deviation of 0.09 and the sum of the absolute errors of 4.69. Willamette Preferred Stock Forecast is based on your current time horizon.
Willamette |
Willamette Valley 8 Period Moving Average Price Forecast For the 23rd of November
Given 90 days horizon, the 8 Period Moving Average forecasted value of Willamette Valley Vineyards on the next trading day is expected to be 3.72 with a mean absolute deviation of 0.09, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.69.Please note that although there have been many attempts to predict Willamette Preferred 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 Willamette Valley's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Willamette Valley Preferred Stock Forecast Pattern
| Backtest Willamette Valley | Willamette Valley Price Prediction | Buy or Sell Advice |
Willamette Valley Forecasted Value
In the context of forecasting Willamette Valley's Preferred 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. Willamette Valley's downside and upside margins for the forecasting period are 0.75 and 6.70, respectively. We have considered Willamette Valley'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.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Willamette Valley preferred stock data series using in forecasting. Note that when a statistical model is used to represent Willamette Valley preferred 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 | 99.0886 |
| Bias | Arithmetic mean of the errors | 0.0156 |
| MAD | Mean absolute deviation | 0.0886 |
| MAPE | Mean absolute percentage error | 0.024 |
| SAE | Sum of the absolute errors | 4.6938 |
Predictive Modules for Willamette Valley
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Willamette Valley. Regardless of method or technology, however, to accurately forecast the preferred stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the preferred 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.Other Forecasting Options for Willamette Valley
For every potential investor in Willamette, whether a beginner or expert, Willamette Valley's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Willamette Preferred Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Willamette. Basic forecasting techniques help filter out the noise by identifying Willamette Valley's price trends.Willamette Valley 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 Willamette Valley preferred stock to make a market-neutral strategy. Peer analysis of Willamette Valley could also be used in its relative valuation, which is a method of valuing Willamette Valley by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Willamette Valley Technical and Predictive Analytics
The preferred stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Willamette Valley'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 Willamette Valley's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Willamette Valley Market Strength Events
Market strength indicators help investors to evaluate how Willamette Valley preferred stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Willamette Valley shares will generate the highest return on investment. By undertsting and applying Willamette Valley preferred stock market strength indicators, traders can identify Willamette Valley Vineyards entry and exit signals to maximize returns.
Willamette Valley Risk Indicators
The analysis of Willamette Valley'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 Willamette Valley's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting willamette preferred 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 | 2.3 | |||
| Standard Deviation | 3.77 | |||
| Variance | 14.18 |
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.
Pair Trading with Willamette Valley
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Willamette Valley position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Willamette Valley will appreciate offsetting losses from the drop in the long position's value.Moving together with Willamette Preferred Stock
Moving against Willamette Preferred Stock
| 0.68 | LW | Lamb Weston Holdings | PairCorr |
| 0.62 | KR | Kroger Company Earnings Call This Week | PairCorr |
| 0.57 | K | Kellanova | PairCorr |
| 0.53 | NAPA | Duckhorn Portfolio | PairCorr |
| 0.51 | PM | Philip Morris Intern | PairCorr |
The ability to find closely correlated positions to Willamette Valley could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Willamette Valley when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Willamette Valley - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Willamette Valley Vineyards to buy it.
The correlation of Willamette Valley is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Willamette Valley moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Willamette Valley moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Willamette Valley can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Additional Tools for Willamette Preferred Stock Analysis
When running Willamette Valley's price analysis, check to measure Willamette Valley's 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 Willamette Valley is operating at the current time. Most of Willamette Valley's value examination focuses on studying past and present price action to predict the probability of Willamette Valley's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Willamette Valley's price. Additionally, you may evaluate how the addition of Willamette Valley to your portfolios can decrease your overall portfolio volatility.