Kimco Realty Preferred Stock Forecast - Triple Exponential Smoothing

KIM-PM Preferred Stock  USD 22.75  0.13  0.57%   
The Triple Exponential Smoothing forecasted value of Kimco Realty on the next trading day is expected to be 22.72 with a mean absolute deviation of 0.16 and the sum of the absolute errors of 9.55. Kimco Preferred Stock Forecast is based on your current time horizon.
  
Triple exponential smoothing for Kimco Realty - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Kimco Realty 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 trend in Kimco Realty price movement. However, neither of these exponential smoothing models address any seasonality of Kimco Realty.

Kimco Realty Triple Exponential Smoothing Price Forecast For the 25th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Kimco Realty on the next trading day is expected to be 22.72 with a mean absolute deviation of 0.16, mean absolute percentage error of 0.04, and the sum of the absolute errors of 9.55.
Please note that although there have been many attempts to predict Kimco 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 Kimco Realty's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Kimco Realty Preferred Stock Forecast Pattern

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Kimco Realty Forecasted Value

In the context of forecasting Kimco Realty'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. Kimco Realty's downside and upside margins for the forecasting period are 21.89 and 23.54, respectively. We have considered Kimco Realty'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
22.75
22.72
Expected Value
23.54
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Kimco Realty preferred stock data series using in forecasting. Note that when a statistical model is used to represent Kimco Realty 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.
AICAkaike Information CriteriaHuge
BiasArithmetic mean of the errors 0.0155
MADMean absolute deviation0.1619
MAPEMean absolute percentage error0.0069
SAESum of the absolute errors9.5513
As with simple exponential smoothing, in triple exponential smoothing models past Kimco Realty observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Kimco Realty observations.

Predictive Modules for Kimco Realty

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Kimco Realty. 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.
Hype
Prediction
LowEstimatedHigh
21.9222.7523.58
Details
Intrinsic
Valuation
LowRealHigh
17.6018.4325.03
Details
Bollinger
Band Projection (param)
LowMiddleHigh
22.5822.7122.83
Details

Other Forecasting Options for Kimco Realty

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

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

Kimco Realty 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 Kimco Realty'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 Kimco Realty's current price.

Kimco Realty Market Strength Events

Market strength indicators help investors to evaluate how Kimco Realty 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 Kimco Realty shares will generate the highest return on investment. By undertsting and applying Kimco Realty preferred stock market strength indicators, traders can identify Kimco Realty entry and exit signals to maximize returns.

Kimco Realty Risk Indicators

The analysis of Kimco Realty'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 Kimco Realty's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting kimco 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.
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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Other Information on Investing in Kimco Preferred Stock

Kimco Realty financial ratios help investors to determine whether Kimco Preferred 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 Kimco with respect to the benefits of owning Kimco Realty security.